From 3f952c5fe9fa120f12202978ea04495236402d78 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E5=AE=8F=E5=BB=BA?= <macrocc@outlook.com>
Date: Wed, 8 Jul 2026 15:07:21 +0800
Subject: [PATCH] =?UTF-8?q?chore(=E4=BB=A3=E7=A0=81=E5=8F=98=E6=9B=B4):=20?=
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MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
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---
 Cargo.lock                                    |   1724 +-
 Cargo.toml                                    |      7 +-
 MODEL_GUIDE.md                                |    155 +
 crates/minicpm-convert/src/format/full.rs     |     31 +
 crates/minicpm-convert/src/format/mod.rs      |     44 +
 crates/minicpm-convert/src/lib.rs             |    523 +-
 crates/minicpm-convert/src/loader/mod.rs      |      3 +
 .../minicpm-convert/src/loader/safetensors.rs |    185 +
 crates/minicpm-convert/src/utils.rs           |     84 +
 crates/minicpm-core/Cargo.toml                |      4 +
 crates/minicpm-core/src/model/attention.rs    |      1 -
 crates/minicpm-core/src/model/decoder.rs      |     10 +-
 crates/minicpm-core/src/model/model.rs        |      6 +-
 crates/minicpm-core/src/model/norm.rs         |      4 +-
 crates/minicpm-inference/Cargo.toml           |      3 +-
 crates/minicpm-inference/src/generator.rs     |     21 +-
 crates/minicpm-inference/src/lib.rs           |     33 +-
 crates/minicpm-inference/src/loader/mod.rs    |     12 -
 crates/minicpm-inference/src/loader/q8.rs     |    201 -
 crates/minicpm-inference/src/sampling.rs      |     97 +-
 examples/convert/Cargo.toml                   |      9 -
 examples/convert/src/main.rs                  |     14 -
 examples/flex-backend/Cargo.toml              |      9 -
 examples/flex-backend/src/main.rs             |     82 -
 examples/wgpu-backend/Cargo.toml              |      2 +-
 examples/wgpu-backend/src/main.rs             |     64 +-
 model/config.json                             |     30 +
 model/model.mpk                               |    Bin 0 -> 27583451 bytes
 model/tokenizer.json                          | 653947 +++++++++++++++
 29 files changed, 654718 insertions(+), 2587 deletions(-)
 create mode 100644 MODEL_GUIDE.md
 create mode 100644 crates/minicpm-convert/src/format/full.rs
 create mode 100644 crates/minicpm-convert/src/format/mod.rs
 create mode 100644 crates/minicpm-convert/src/loader/mod.rs
 create mode 100644 crates/minicpm-convert/src/loader/safetensors.rs
 create mode 100644 crates/minicpm-convert/src/utils.rs
 delete mode 100644 crates/minicpm-inference/src/loader/q8.rs
 delete mode 100644 examples/convert/Cargo.toml
 delete mode 100644 examples/convert/src/main.rs
 delete mode 100644 examples/flex-backend/Cargo.toml
 delete mode 100644 examples/flex-backend/src/main.rs
 create mode 100644 model/config.json
 create mode 100644 model/model.mpk
 create mode 100644 model/tokenizer.json

diff --git a/Cargo.lock b/Cargo.lock
index 87b5cdf..8505302 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -90,15 +90,6 @@ version = "1.0.103"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a4385e2e34eb35d6b3efe798b9eb88096925d87726c0798709bf56d9ed84af3"
 
-[[package]]
-name = "approx"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cab112f0a86d568ea0e627cc1d6be74a1e9cd55214684db5561995f6dad897c6"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "arbitrary"
 version = "1.4.2"
@@ -113,7 +104,7 @@ checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -152,15 +143,6 @@ dependencies = [
  "pin-project-lite",
 ]
 
-[[package]]
-name = "atomic"
-version = "0.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a89cbf775b137e9b968e67227ef7f775587cde3fd31b0d8599dbd0f598a48340"
-dependencies = [
- "bytemuck",
-]
-
 [[package]]
 name = "atomic-waker"
 version = "1.1.2"
@@ -222,61 +204,6 @@ dependencies = [
  "arrayvec",
 ]
 
-[[package]]
-name = "axum"
-version = "0.8.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31b698c5f9a010f6573133b09e0de5408834d0c82f8d7475a89fc1867a71cd90"
-dependencies = [
- "axum-core",
- "base64 0.22.1",
- "bytes",
- "form_urlencoded",
- "futures-util",
- "http",
- "http-body",
- "http-body-util",
- "hyper",
- "hyper-util",
- "itoa",
- "matchit",
- "memchr",
- "mime",
- "percent-encoding",
- "pin-project-lite",
- "serde_core",
- "serde_json",
- "serde_path_to_error",
- "serde_urlencoded",
- "sha1",
- "sync_wrapper",
- "tokio",
- "tokio-tungstenite",
- "tower",
- "tower-layer",
- "tower-service",
- "tracing",
-]
-
-[[package]]
-name = "axum-core"
-version = "0.5.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08c78f31d7b1291f7ee735c1c6780ccde7785daae9a9206026862dab7d8792d1"
-dependencies = [
- "bytes",
- "futures-core",
- "http",
- "http-body",
- "http-body-util",
- "mime",
- "pin-project-lite",
- "sync_wrapper",
- "tower-layer",
- "tower-service",
- "tracing",
-]
-
 [[package]]
 name = "backtrace"
 version = "0.3.76"
@@ -326,7 +253,7 @@ version = "0.71.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5f58bf3d7db68cfbac37cfc485a8d711e87e064c3d0fe0435b92f7a407f9d6b3"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "cexpr",
  "clang-sys",
  "itertools 0.13.0",
@@ -337,16 +264,7 @@ dependencies = [
  "regex",
  "rustc-hash 2.1.2",
  "shlex 1.3.0",
- "syn 2.0.118",
-]
-
-[[package]]
-name = "bit-set"
-version = "0.5.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0700ddab506f33b20a03b13996eccd309a48e5ff77d0d95926aa0210fb4e95f1"
-dependencies = [
- "bit-vec 0.6.3",
+ "syn",
 ]
 
 [[package]]
@@ -355,15 +273,9 @@ version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "34ddef2995421ab6a5c779542c81ee77c115206f4ad9d5a8e05f4ff49716a3dd"
 dependencies = [
- "bit-vec 0.9.1",
+ "bit-vec",
 ]
 
-[[package]]
-name = "bit-vec"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "349f9b6a179ed607305526ca489b34ad0a41aed5f7980fa90eb03160b69598fb"
-
 [[package]]
 name = "bit-vec"
 version = "0.9.1"
@@ -376,12 +288,6 @@ version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e4b40c7323adcfc0a41c4b88143ed58346ff65a288fc144329c5c45e05d70c6"
 
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitflags"
 version = "2.13.0"
@@ -440,18 +346,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.118",
-]
-
-[[package]]
-name = "bstr"
-version = "1.12.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cee35f73844aa3014bb606320a6c1f010249dbdf43342fe54b5a4f6a8ed4b79"
-dependencies = [
- "memchr",
- "regex-automata",
- "serde_core",
+ "syn",
 ]
 
 [[package]]
@@ -474,22 +369,20 @@ checksum = "39474be398d30e08681f1f6a8ff446b1e4f1403b5cf7749649a8871fd5945f3a"
 dependencies = [
  "burn-autodiff",
  "burn-candle",
- "burn-collective",
  "burn-core",
  "burn-cpu",
  "burn-cuda",
  "burn-dispatch",
  "burn-flex",
+ "burn-ir",
  "burn-ndarray",
  "burn-nn",
  "burn-optim",
- "burn-remote",
  "burn-rocm",
  "burn-router",
  "burn-std",
  "burn-store",
  "burn-tch",
- "burn-train",
  "burn-vision",
  "burn-wgpu",
 ]
@@ -509,7 +402,6 @@ dependencies = [
  "parking_lot",
  "portable-atomic",
  "spin",
- "tracing",
 ]
 
 [[package]]
@@ -545,49 +437,6 @@ dependencies = [
  "derive-new",
 ]
 
-[[package]]
-name = "burn-collective"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "427bdb9240bd1a41199066d44bc042341aa0cb0f46590d9af15eb88dd81066e7"
-dependencies = [
- "burn-backend",
- "burn-communication",
- "burn-std",
- "bytes",
- "futures",
- "log",
- "rmp-serde",
- "serde",
- "tokio",
- "tokio-util",
-]
-
-[[package]]
-name = "burn-communication"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0da93381634fb6ef2fbf9a19415439b1658bcdf2e044a8909caa54b8960e63bb"
-dependencies = [
- "axum",
- "burn-std",
- "burn-tensor",
- "bytes",
- "derive-new",
- "futures",
- "futures-util",
- "log",
- "rmp-serde",
- "serde",
- "serde_bytes",
- "tokio",
- "tokio-tungstenite",
- "tokio-util",
- "tracing",
- "tracing-core",
- "tracing-subscriber",
-]
-
 [[package]]
 name = "burn-core"
 version = "0.21.0"
@@ -596,7 +445,6 @@ checksum = "5bde1e3b8e7e39b0aa71cd5905207ceea5c3478bec47bdb64acf72dcd0d6f978"
 dependencies = [
  "ahash",
  "bincode",
- "burn-dataset",
  "burn-derive",
  "burn-std",
  "burn-tensor",
@@ -680,31 +528,6 @@ dependencies = [
  "cubecl",
 ]
 
-[[package]]
-name = "burn-dataset"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba469fba38357c8bb65458873ddfd82aa97534aec0b3bae93d4c44604fc63839"
-dependencies = [
- "csv",
- "derive-new",
- "dirs",
- "gix-tempfile",
- "image",
- "r2d2",
- "r2d2_sqlite",
- "rand 0.10.1",
- "rmp-serde",
- "rusqlite",
- "sanitize-filename",
- "serde",
- "serde_json",
- "serde_rusqlite",
- "strum",
- "tempfile",
- "thiserror 2.0.18",
-]
-
 [[package]]
 name = "burn-derive"
 version = "0.21.0"
@@ -714,7 +537,7 @@ dependencies = [
  "derive-new",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -741,7 +564,6 @@ version = "0.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0098bf6555c151517b4c98ca0e8ed1ab6a976e40f5f4e967c117b00eee21e192"
 dependencies = [
- "aligned-vec",
  "burn-backend",
  "burn-ir",
  "burn-std",
@@ -749,9 +571,7 @@ dependencies = [
  "gemm",
  "half",
  "libm",
- "macerator",
  "num-traits",
- "rayon",
 ]
 
 [[package]]
@@ -794,9 +614,7 @@ dependencies = [
  "burn-backend",
  "burn-ir",
  "burn-std",
- "bytemuck",
  "const-random",
- "itertools 0.14.0",
  "libm",
  "macerator",
  "matrixmultiply",
@@ -806,8 +624,6 @@ dependencies = [
  "portable-atomic",
  "portable-atomic-util",
  "rand 0.10.1",
- "rayon",
- "seq-macro",
 ]
 
 [[package]]
@@ -834,46 +650,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "burn-remote"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "754cace9288e3927857ace69387eb5e4a8bc6eab3cb3ac00d4327cb30e4d2383"
-dependencies = [
- "async-channel",
- "axum",
- "burn-backend",
- "burn-communication",
- "burn-ir",
- "burn-router",
- "burn-std",
- "bytes",
- "derive-new",
- "futures-util",
- "log",
- "rmp-serde",
- "serde",
- "serde_bytes",
- "tokio",
- "tokio-tungstenite",
- "tokio-util",
- "tracing-core",
- "tracing-subscriber",
-]
-
-[[package]]
-name = "burn-rl"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d5bb875c36ddbb11f71a467bd6052d329d0ab78fbe79ab3777f4085e72290c4"
-dependencies = [
- "burn-core",
- "burn-optim",
- "derive-new",
- "log",
- "rand 0.10.1",
-]
-
 [[package]]
 name = "burn-rocm"
 version = "0.21.0"
@@ -964,32 +740,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "burn-train"
-version = "0.21.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa65e2e569e571bb8dc9d37aa8fcf715f522f8159c6ee87f665c1961fee5259f"
-dependencies = [
- "async-channel",
- "burn-core",
- "burn-flex",
- "burn-optim",
- "burn-rl",
- "derive-new",
- "log",
- "nvml-wrapper",
- "rand 0.10.1",
- "ratatui",
- "rstest",
- "serde",
- "sysinfo",
- "systemstat",
- "thiserror 2.0.18",
- "tracing-appender",
- "tracing-core",
- "tracing-subscriber",
-]
-
 [[package]]
 name = "burn-vision"
 version = "0.21.0"
@@ -999,7 +749,7 @@ dependencies = [
  "aligned-vec",
  "bon",
  "burn-cubecl",
- "burn-flex",
+ "burn-fusion",
  "burn-ir",
  "burn-tensor",
  "bytemuck",
@@ -1026,12 +776,6 @@ dependencies = [
  "cubecl",
 ]
 
-[[package]]
-name = "by_address"
-version = "1.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64fa3c856b712db6612c019f14756e64e4bcea13337a6b33b696333a9eaa2d06"
-
 [[package]]
 name = "bytemuck"
 version = "1.25.0"
@@ -1049,7 +793,7 @@ checksum = "f9abbd1bc6865053c427f7198e6af43bfdedc55ab791faed4fbd361d789575ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -1073,12 +817,6 @@ dependencies = [
  "portable-atomic",
 ]
 
-[[package]]
-name = "bytesize"
-version = "1.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e93abca9e28e0a1b9877922aacb20576e05d4679ffa78c3d6dc22a26a216659"
-
 [[package]]
 name = "bzip2"
 version = "0.4.4"
@@ -1342,15 +1080,6 @@ version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "136d3e02915a2cea4d74caa8681e2d44b1c3254bdbf17d11d41d587ff858832c"
 
-[[package]]
-name = "convert"
-version = "0.1.0"
-dependencies = [
- "anyhow",
- "burn",
- "minicpm-convert",
-]
-
 [[package]]
 name = "convert_case"
 version = "0.8.0"
@@ -1402,15 +1131,6 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "790eea4361631c5e7d22598ecd5723ff611904e3344ce8720784c93e3d83d40b"
 
-[[package]]
-name = "crossbeam-channel"
-version = "0.5.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
-dependencies = [
- "crossbeam-utils",
-]
-
 [[package]]
 name = "crossbeam-deque"
 version = "0.8.6"
@@ -1436,33 +1156,6 @@ version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
-[[package]]
-name = "crossterm"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8b9f2e4c67f833b660cdb0a3523065869fb35570177239812ed4c905aeff87b"
-dependencies = [
- "bitflags 2.13.0",
- "crossterm_winapi",
- "derive_more",
- "document-features",
- "mio",
- "parking_lot",
- "rustix",
- "signal-hook 0.3.18",
- "signal-hook-mio",
- "winapi",
-]
-
-[[package]]
-name = "crossterm_winapi"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
-dependencies = [
- "winapi",
-]
-
 [[package]]
 name = "crunchy"
 version = "0.2.4"
@@ -1479,37 +1172,6 @@ dependencies = [
  "typenum",
 ]
 
-[[package]]
-name = "csscolorparser"
-version = "0.6.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb2a7d3066da2de787b7f032c736763eb7ae5d355f81a68bab2675a96008b0bf"
-dependencies = [
- "lab",
- "phf",
-]
-
-[[package]]
-name = "csv"
-version = "1.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52cd9d68cf7efc6ddfaaee42e7288d3a99d613d4b50f76ce9827ae0c6e14f938"
-dependencies = [
- "csv-core",
- "itoa",
- "ryu",
- "serde_core",
-]
-
-[[package]]
-name = "csv-core"
-version = "0.1.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "704a3c26996a80471189265814dbc2c257598b96b8a7feae2d31ace646bb9782"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "cubecl"
 version = "0.10.0"
@@ -1575,7 +1237,7 @@ version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7522e7acf25d7848032c7b5270780f9f2abe84e13c7ed6345aa27ba70c312ca"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "bytemuck",
  "cubecl-common",
  "cubecl-ir",
@@ -1721,7 +1383,7 @@ dependencies = [
  "prettyplease",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -1733,7 +1395,7 @@ dependencies = [
  "darling 0.23.0",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2011,7 +1673,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2024,7 +1686,7 @@ dependencies = [
  "ident_case",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2037,7 +1699,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2048,7 +1710,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2059,7 +1721,7 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core 0.21.3",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2070,7 +1732,7 @@ checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d"
 dependencies = [
  "darling_core 0.23.0",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2082,32 +1744,12 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "dashmap"
-version = "6.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6361d5c062261c78a176addb82d4c821ae42bed6089de0e12603cd25de2059c"
-dependencies = [
- "cfg-if",
- "crossbeam-utils",
- "hashbrown 0.14.5",
- "lock_api",
- "once_cell",
- "parking_lot_core",
-]
-
 [[package]]
 name = "data-encoding"
 version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a4ae5f15dda3c708c0ade84bfee31ccab44a3da4f88015ed22f63732abe300c8"
 
-[[package]]
-name = "deltae"
-version = "0.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5729f5117e208430e437df2f4843f5e5952997175992d1414f94c57d61e270b4"
-
 [[package]]
 name = "deranged"
 version = "0.5.8"
@@ -2122,7 +1764,7 @@ checksum = "2cdc8d50f426189eef89dac62fabfa0abb27d5cc008f25bf4156a0203325becc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2143,7 +1785,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2153,7 +1795,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2175,7 +1817,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustc_version",
- "syn 2.0.118",
+ "syn",
  "unicode-xid",
 ]
 
@@ -2223,7 +1865,7 @@ version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e0e367e4e7da84520dedcac1901e4da967309406d1e51017ae1abfb97adbd38"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "objc2",
 ]
 
@@ -2235,7 +1877,7 @@ checksum = "1ac70aa55017e108007fbaf5aa0f54b021c98f92ff8af59d42eda9da96e3dd4f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2355,7 +1997,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2377,7 +2019,7 @@ dependencies = [
  "darling 0.21.3",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2397,7 +2039,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -2425,15 +2067,6 @@ dependencies = [
  "cc",
 ]
 
-[[package]]
-name = "euclid"
-version = "0.22.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1a05365e3b1c6d1650318537c7460c6923f1abdd272ad6842baa2b509957a06"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "event-listener"
 version = "5.4.1"
@@ -2470,34 +2103,6 @@ dependencies = [
  "zune-inflate",
 ]
 
-[[package]]
-name = "fallible-iterator"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2acce4a10f12dc2fb14a218589d4f1f62ef011b2d0cc4b3cb1bba8e94da14649"
-
-[[package]]
-name = "fallible-streaming-iterator"
-version = "0.1.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
-
-[[package]]
-name = "fancy-regex"
-version = "0.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b95f7c0680e4142284cf8b22c14a476e87d61b004a3a0861872b32ef7ead40a2"
-dependencies = [
- "bit-set 0.5.3",
- "regex",
-]
-
-[[package]]
-name = "fast-srgb8"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2e7510819d6fbf51a5545c8f922716ecfb14df168a3242f7d33e0239efe6a1"
-
 [[package]]
 name = "fastrand"
 version = "2.4.1"
@@ -2519,17 +2124,6 @@ dependencies = [
  "simd-adler32",
 ]
 
-[[package]]
-name = "filedescriptor"
-version = "0.8.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e40758ed24c9b2eeb76c35fb0aebc66c626084edd827e07e1552279814c6682d"
-dependencies = [
- "libc",
- "thiserror 1.0.69",
- "winapi",
-]
-
 [[package]]
 name = "filetime"
 version = "0.2.29"
@@ -2546,18 +2140,6 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5baebc0774151f905a1a2cc41989300b1e6fbb29aff0ceffa1064fdd3088d582"
 
-[[package]]
-name = "finl_unicode"
-version = "1.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9844ddc3a6e533d62bba727eb6c28b5d360921d5175e9ff0f1e621a5c590a4d5"
-
-[[package]]
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-version = "0.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
-
 [[package]]
 name = "fixedbitset"
 version = "0.5.7"
@@ -2574,15 +2156,6 @@ dependencies = [
  "miniz_oxide",
 ]
 
-[[package]]
-name = "flex-backend"
-version = "0.1.0"
-dependencies = [
- "anyhow",
- "burn",
- "minicpm-inference",
-]
-
 [[package]]
 name = "float-ord"
 version = "0.3.2"
@@ -2634,21 +2207,6 @@ dependencies = [
  "percent-encoding",
 ]
 
-[[package]]
-name = "futures"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b147ee9d1f6d097cef9ce628cd2ee62288d963e16fb287bd9286455b241382d"
-dependencies = [
- "futures-channel",
- "futures-core",
- "futures-executor",
- "futures-io",
- "futures-sink",
- "futures-task",
- "futures-util",
-]
-
 [[package]]
 name = "futures-channel"
 version = "0.3.32"
@@ -2665,17 +2223,6 @@ version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7e3450815272ef58cec6d564423f6e755e25379b217b0bc688e295ba24df6b1d"
 
-[[package]]
-name = "futures-executor"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf29c38818342a3b26b5b923639e7b1f4a61fc5e76102d4b1981c6dc7a7579d"
-dependencies = [
- "futures-core",
- "futures-task",
- "futures-util",
-]
-
 [[package]]
 name = "futures-io"
 version = "0.3.32"
@@ -2695,17 +2242,6 @@ dependencies = [
  "pin-project-lite",
 ]
 
-[[package]]
-name = "futures-macro"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
 name = "futures-sink"
 version = "0.3.32"
@@ -2718,22 +2254,14 @@ version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
 
-[[package]]
-name = "futures-timer"
-version = "3.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af43fadb8a98512d547e37b4e92e0ced13e205c061b87b4623eff01d918d6968"
-
 [[package]]
 name = "futures-util"
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 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "389ca41296e6190b48053de0321d02a77f32f8a5d2461dd38762c0593805c6d6"
 dependencies = [
- "futures-channel",
  "futures-core",
  "futures-io",
- "futures-macro",
  "futures-sink",
  "futures-task",
  "memchr",
@@ -2925,83 +2453,6 @@ version = "0.32.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e629b9b98ef3dd8afe6ca2bd0f89306cec16d43d907889945bc5d6687f2f13c7"
 
-[[package]]
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-version = "0.48.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1849ae154d38bc403185be14fa871e38e3c93ee606875d94e207fdb9fba52dbc"
-dependencies = [
- "gix-trace",
- "gix-utils",
- "libc",
-]
-
-[[package]]
-name = "gix-fs"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6cdff46db8798e47e2f727d84b9379aac5add3dd3d9d0b07bb4d7d5d640771fe"
-dependencies = [
- "bstr",
- "fastrand",
- "gix-features",
- "gix-path",
- "gix-utils",
- "thiserror 2.0.18",
-]
-
-[[package]]
-name = "gix-path"
-version = "0.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "afa6ac14cd14939ea94a496ce7460daa6511c09f5b84757e9cfc6f9c8d0f93a6"
-dependencies = [
- "bstr",
- "gix-trace",
- "gix-validate",
- "thiserror 2.0.18",
-]
-
-[[package]]
-name = "gix-tempfile"
-version = "23.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ef60812443484e67bf84e444cc71b4c78ae62deb822221774a4fa0c57fdb17f"
-dependencies = [
- "dashmap",
- "gix-fs",
- "libc",
- "parking_lot",
- "signal-hook 0.4.4",
- "signal-hook-registry",
- "tempfile",
-]
-
-[[package]]
-name = "gix-trace"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44dc45eae785c0eb14173e0f152e6e224dcf4d45b6a6999a3aed22af541ad678"
-
-[[package]]
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-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66c50966184123caf580ffa64e28031a878597f1c7fceb8fe19566c38eb1b771"
-dependencies = [
- "fastrand",
- "unicode-normalization",
-]
-
-[[package]]
-name = "gix-validate"
-version = "0.11.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7bc6fc771c4063ba7cd2f47b91fb6076251c6a823b64b7fe7b8874b0fe4afae3"
-dependencies = [
- "bstr",
-]
-
 [[package]]
 name = "gl_generator"
 version = "0.14.0"
@@ -3060,7 +2511,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b89c83349105e3732062a895becfc71a8f921bb71ecbbdd8ff99263e3b53a0ca"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "gpu-descriptor-types",
  "hashbrown 0.15.5",
 ]
@@ -3071,7 +2522,7 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdf242682df893b86f33a73828fb09ca4b2d3bb6cc95249707fc684d27484b91"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -3118,12 +2569,6 @@ dependencies = [
  "ahash",
 ]
 
-[[package]]
-name = "hashbrown"
-version = "0.14.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
-
 [[package]]
 name = "hashbrown"
 version = "0.15.5"
@@ -3151,20 +2596,6 @@ name = "hashbrown"
 version = "0.17.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
-dependencies = [
- "allocator-api2",
- "equivalent",
- "foldhash 0.2.0",
-]
-
-[[package]]
-name = "hashlink"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7382cf6263419f2d8df38c55d7da83da5c18aef87fc7a7fc1fb1e344edfe14c1"
-dependencies = [
- "hashbrown 0.15.5",
-]
 
 [[package]]
 name = "heck"
@@ -3178,12 +2609,6 @@ version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
 
-[[package]]
-name = "hex"
-version = "0.4.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
-
 [[package]]
 name = "hexf-parse"
 version = "0.2.1"
@@ -3238,12 +2663,6 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
-[[package]]
-name = "httpdate"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
-
 [[package]]
 name = "hyper"
 version = "1.10.1"
@@ -3258,7 +2677,6 @@ dependencies = [
  "http",
  "http-body",
  "httparse",
- "httpdate",
  "itoa",
  "pin-project-lite",
  "smallvec",
@@ -3477,15 +2895,6 @@ dependencies = [
  "web-time",
 ]
 
-[[package]]
-name = "indoc"
-version = "2.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79cf5c93f93228cf8efb3ba362535fb11199ac548a09ce117c9b1adc3030d706"
-dependencies = [
- "rustversion",
-]
-
 [[package]]
 name = "inflections"
 version = "1.1.1"
@@ -3501,19 +2910,6 @@ dependencies = [
  "generic-array",
 ]
 
-[[package]]
-name = "instability"
-version = "0.3.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5eb2d60ef19920a3a9193c3e371f726ec1dafc045dac788d0fb3704272458971"
-dependencies = [
- "darling 0.23.0",
- "indoc",
- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
 name = "interpolate_name"
 version = "0.2.4"
@@ -3522,7 +2918,7 @@ checksum = "c34819042dc3d3971c46c2190835914dfbe0c3c13f61449b2997f4e9722dfa60"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -3598,7 +2994,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
 dependencies = [
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -3622,17 +3018,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "kasuari"
-version = "0.4.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bde5057d6143cc94e861d90f591b9303d6716c6b9602309150bd068853c10899"
-dependencies = [
- "hashbrown 0.16.1",
- "portable-atomic",
- "thiserror 2.0.18",
-]
-
 [[package]]
 name = "khronos-egl"
 version = "6.0.0"
@@ -3650,22 +3035,6 @@ version = "3.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e2db585e1d738fc771bf08a151420d3ed193d9d895a36df7f6f8a9456b911ddc"
 
-[[package]]
-name = "kstat-rs"
-version = "0.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27964e4632377753acb0898ce6f28770d50cbca1339200ae63d700cff97b5c2b"
-dependencies = [
- "libc",
- "thiserror 1.0.69",
-]
-
-[[package]]
-name = "lab"
-version = "0.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf36173d4167ed999940f804952e6b08197cae5ad5d572eb4db150ce8ad5d58f"
-
 [[package]]
 name = "lazy_static"
 version = "1.5.0"
@@ -3750,26 +3119,6 @@ dependencies = [
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 ]
 
-[[package]]
-name = "libsqlite3-sys"
-version = "0.35.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "133c182a6a2c87864fe97778797e46c7e999672690dc9fa3ee8e241aa4a9c13f"
-dependencies = [
- "cc",
- "pkg-config",
- "vcpkg",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "bitflags 2.13.0",
-]
-
 [[package]]
 name = "linux-raw-sys"
 version = "0.12.1"
@@ -3812,31 +3161,12 @@ dependencies = [
  "imgref",
 ]
 
-[[package]]
-name = "lru"
-version = "0.18.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a860605968fce16869fd239cf4237a82f3ac470723415db603b0e8b6c8d4fb9"
-dependencies = [
- "hashbrown 0.17.1",
-]
-
 [[package]]
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 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0aeb26bf5e836cc1c341c8106051b573f1766dfa05aa87f0b98be5e51b02303"
-dependencies = [
- "nix",
- "winapi",
-]
-
 [[package]]
 name = "macerator"
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@@ -3862,15 +3192,9 @@ dependencies = [
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  "proc-macro2",
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- "syn 2.0.118",
+ "syn",
 ]
 
-[[package]]
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-checksum = "dae608c151f68243f2b000364e1f7b186d9c29845f7d2d85bd31b9ad77ad552b"
-
 [[package]]
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@@ -3887,21 +3211,6 @@ version = "0.2.2"
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-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "regex-automata",
-]
-
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-
 [[package]]
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@@ -3909,10 +3218,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
 dependencies = [
  "autocfg",
- "num_cpus",
- "once_cell",
  "rawpointer",
- "thread-tree",
 ]
 
 [[package]]
@@ -3947,27 +3253,6 @@ dependencies = [
  "stable_deref_trait",
 ]
 
-[[package]]
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-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-
-[[package]]
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-dependencies = [
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-
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-
 [[package]]
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@@ -3996,7 +3281,6 @@ version = "0.1.2"
 dependencies = [
  "anyhow",
  "burn",
- "memmap2",
  "minicpm-core",
  "rand 0.8.6",
  "serde",
@@ -4027,7 +3311,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "02bd0af71c67b473010cbbc60715ee815645a4dc942899111f494b4b737d6fda"
 dependencies = [
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- "log",
  "wasi",
  "windows-sys 0.61.2",
 ]
@@ -4057,7 +3340,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -4077,8 +3360,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0dd91265cc2454558f659b3b4b9640f0ddb8cc6521277f166b8a8c181c898079"
 dependencies = [
  "arrayvec",
- "bit-set 0.9.1",
- "bitflags 2.13.0",
+ "bit-set",
+ "bitflags",
  "cfg-if",
  "cfg_aliases",
  "codespan-reporting",
@@ -4139,7 +3422,6 @@ dependencies = [
  "portable-atomic",
  "portable-atomic-util",
  "rawpointer",
- "rayon",
 ]
 
 [[package]]
@@ -4157,19 +3439,6 @@ version = "1.0.6"
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-[[package]]
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-dependencies = [
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- "cfg-if",
- "cfg_aliases",
- "libc",
- "memoffset",
-]
-
 [[package]]
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@@ -4213,15 +3482,6 @@ dependencies = [
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 ]
 
-[[package]]
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-version = "0.50.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "windows-sys 0.61.2",
-]
-
 [[package]]
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@@ -4270,7 +3530,7 @@ checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -4324,44 +3584,12 @@ dependencies = [
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 ]
 
-[[package]]
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-dependencies = [
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-
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-]
-
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-dependencies = [
- "libloading 0.8.9",
-]
-
 [[package]]
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@@ -4377,7 +3605,7 @@ version = "0.3.2"
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 checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "dispatch2",
  "objc2",
 ]
@@ -4394,7 +3622,7 @@ version = "0.3.2"
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 checksum = "e3e0adef53c21f888deb4fa59fc59f7eb17404926ee8a6f59f5df0fd7f9f3272"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "objc2",
  "objc2-core-foundation",
 ]
@@ -4415,7 +3643,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a0125f776a10d00af4152d74616409f0d4a2053a6f57fa5b7d6aa2854ac04794"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "block2",
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  "objc2-foundation",
@@ -4427,7 +3655,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96c1358452b371bf9f104e21ec536d37a650eb10f7ee379fff67d2e08d537f1f"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "objc2",
  "objc2-core-foundation",
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@@ -4461,7 +3689,7 @@ version = "6.5.3"
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 checksum = "0cc3cbf698f9438986c11a880c90a6d04b9de27575afd28bbf45b154b6c709e2"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
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  "once_cell",
  "onig_sys",
@@ -4483,15 +3711,6 @@ version = "0.2.0"
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 checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
 
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "num-traits",
-]
-
 [[package]]
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@@ -4501,30 +3720,6 @@ dependencies = [
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 ]
 
-[[package]]
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- "libm",
- "palette_derive",
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-
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- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
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@@ -4595,113 +3790,18 @@ version = "2.3.2"
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 checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
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-dependencies = [
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- "ucd-trie",
-]
-
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-dependencies = [
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-
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 [[package]]
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 checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
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+ "fixedbitset",
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-
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-]
-
-[[package]]
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-dependencies = [
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- "rand 0.8.6",
-]
-
-[[package]]
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-
-[[package]]
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-dependencies = [
- "siphasher",
-]
-
 [[package]]
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@@ -4720,7 +3820,7 @@ version = "0.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60769b8b31b2a9f263dae2776c37b1b28ae246943cf719eb6946a1db05128a61"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "crc32fast",
  "fdeflate",
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@@ -4782,16 +3882,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
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- "syn 2.0.118",
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-
-[[package]]
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-dependencies = [
- "toml_edit",
+ "syn",
 ]
 
 [[package]]
@@ -4819,7 +3910,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4488a4a36b9a4ba6b9334a32a39971f77c1436ec82c38707bce707699cc3bbcb"
 dependencies = [
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- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -4942,28 +4033,6 @@ version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
 
-[[package]]
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-dependencies = [
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-
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-dependencies = [
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- "uuid",
-]
-
 [[package]]
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@@ -5066,107 +4135,6 @@ version = "0.1.5"
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 checksum = "ca45419789ae5a7899559e9512e58ca889e41f04f1f2445e9f4b290ceccd1d08"
 
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-
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-
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-
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-
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- "strum",
- "time",
- "unicode-segmentation",
- "unicode-width",
-]
-
 [[package]]
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 version = "0.8.1"
@@ -5223,7 +4191,7 @@ version = "11.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -5304,7 +4272,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -5347,12 +4315,6 @@ version = "0.8.11"
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-[[package]]
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-
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@@ -5439,49 +4401,6 @@ dependencies = [
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- "rstest_macros",
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-
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- "glob",
- "proc-macro-crate",
- "proc-macro2",
- "quote",
- "regex",
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- "unicode-ident",
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-
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- "hashlink",
- "libsqlite3-sys",
- "smallvec",
-]
-
 [[package]]
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 version = "0.1.27"
@@ -5515,7 +4434,7 @@ version = "1.1.4"
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 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -5609,15 +4528,6 @@ dependencies = [
  "regex",
 ]
 
-[[package]]
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-version = "0.2.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "parking_lot",
-]
-
 [[package]]
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@@ -5673,7 +4583,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -5689,27 +4599,6 @@ dependencies = [
  "zmij",
 ]
 
-[[package]]
-name = "serde_path_to_error"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "serde_core",
-]
-
 [[package]]
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@@ -5753,15 +4642,6 @@ dependencies = [
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 ]
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "lazy_static",
-]
-
 [[package]]
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@@ -5774,47 +4654,6 @@ version = "2.0.1"
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 checksum = "f8fadd59c855ef2080decdef8ff161eb6661b86933c9d82e5ba29dc602a55aba"
 
-[[package]]
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- "signal-hook-registry",
-]
-
-[[package]]
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-dependencies = [
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- "signal-hook-registry",
-]
-
-[[package]]
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-dependencies = [
- "libc",
- "mio",
- "signal-hook 0.3.18",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "errno",
- "libc",
-]
-
 [[package]]
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@@ -5830,12 +4669,6 @@ dependencies = [
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 ]
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ee5873ec9cce0195efcb7a4e9507a04cd49aec9c83d0389df45b1ef7ba2e649"
-
 [[package]]
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@@ -5896,7 +4729,7 @@ version = "0.4.0+sdk-1.4.341.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9571ea910ebd84c86af4b3ed27f9dbdc6ad06f17c5f96146b2b671e2976744f"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -5935,50 +4768,12 @@ version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
-[[package]]
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-dependencies = [
- "strum_macros",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
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 checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
-[[package]]
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-
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-dependencies = [
- "proc-macro2",
- "quote",
- "unicode-ident",
-]
-
 [[package]]
 name = "syn"
 version = "2.0.118"
@@ -6007,7 +4802,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -6016,7 +4811,7 @@ version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "01198a2debb237c62b6826ec7081082d951f46dbb64b0e8c7649a452230d1dfc"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "byteorder",
  "enum-as-inner",
  "libc",
@@ -6038,22 +4833,6 @@ dependencies = [
  "windows",
 ]
 
-[[package]]
-name = "systemstat"
-version = "0.2.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a583abe520746270ffdbdaf0e3039a806f29be9d7034d66466a4839a01de0610"
-dependencies = [
- "bytesize",
- "kstat-rs",
- "lazy_static",
- "libc",
- "mach2",
- "nom 7.1.3",
- "time",
- "winapi",
-]
-
 [[package]]
 name = "tar"
 version = "0.4.46"
@@ -6082,19 +4861,6 @@ dependencies = [
  "zip 0.6.6",
 ]
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "once_cell",
- "rustix",
- "windows-sys 0.61.2",
-]
-
 [[package]]
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@@ -6104,82 +4870,6 @@ dependencies = [
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 ]
 
-[[package]]
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-dependencies = [
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- "parking_lot",
- "rustix",
- "signal-hook 0.3.18",
- "windows-sys 0.61.2",
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-
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- "hex",
- "lazy_static",
- "libc",
- "log",
- "memmem",
- "nix",
- "num-derive",
- "num-traits",
- "ordered-float 4.6.0",
- "pest",
- "pest_derive",
- "phf",
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- "signal-hook 0.3.18",
- "siphasher",
- "terminfo",
- "termios",
- "thiserror 1.0.69",
- "ucd-trie",
- "unicode-segmentation",
- "vtparse",
- "wezterm-bidi",
- "wezterm-blob-leases",
- "wezterm-color-types",
- "wezterm-dynamic",
- "wezterm-input-types",
- "winapi",
-]
-
 [[package]]
 name = "text_placeholder"
 version = "0.5.1"
@@ -6223,7 +4913,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -6234,25 +4924,7 @@ checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
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- "syn 2.0.118",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "crossbeam-channel",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
-dependencies = [
- "cfg-if",
+ "syn",
 ]
 
 [[package]]
@@ -6276,13 +4948,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0e48db7b415311b615f910b3dcaa4557bcd4bf1982379c95c223fd8c2a20e210"
 dependencies = [
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- "libc",
  "num-conv",
- "num_threads",
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  "serde_core",
  "time-core",
- "time-macros",
 ]
 
 [[package]]
@@ -6291,16 +4960,6 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9e1c906769ad99c88eaa54e728060edef082f8e358ff32030cb7c7d315e81109"
 
-[[package]]
-name = "time-macros"
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "num-conv",
- "time-core",
-]
-
 [[package]]
 name = "tiny-keccak"
 version = "2.0.2"
@@ -6410,24 +5069,10 @@ dependencies = [
  "libc",
  "mio",
  "pin-project-lite",
- "signal-hook-registry",
  "socket2",
- "tokio-macros",
- "tracing",
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 ]
 
-[[package]]
-name = "tokio-macros"
-version = "2.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
 name = "tokio-rustls"
 version = "0.26.4"
@@ -6438,18 +5083,6 @@ dependencies = [
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 ]
 
-[[package]]
-name = "tokio-tungstenite"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "futures-util",
- "log",
- "tokio",
- "tungstenite",
-]
-
 [[package]]
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 version = "0.7.18"
@@ -6487,18 +5120,6 @@ dependencies = [
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 ]
 
-[[package]]
-name = "toml_edit"
-version = "0.25.12+spec-1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2153edc6955a6c354fad8f5efd38b6a8769bdccf9fe50f8e1329f81b0baa5d7"
-dependencies = [
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- "toml_datetime",
- "toml_parser",
- "winnow",
-]
-
 [[package]]
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 version = "1.1.2+spec-1.1.0"
@@ -6542,7 +5163,6 @@ dependencies = [
  "tokio",
  "tower-layer",
  "tower-service",
- "tracing",
 ]
 
 [[package]]
@@ -6551,7 +5171,7 @@ version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "bytes",
  "futures-util",
  "http",
@@ -6626,7 +5246,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "regex",
- "syn 2.0.118",
+ "syn",
  "tracel-llvm-bundler",
  "tracel-tblgen-rs",
  "unindent",
@@ -6660,25 +5280,11 @@ version = "0.1.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
- "log",
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 ]
 
-[[package]]
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-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "050686193eb999b4bb3bc2acfa891a13da00f79734704c4b8b4ef1a10b368a3c"
-dependencies = [
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- "thiserror 2.0.18",
- "time",
- "tracing-subscriber",
-]
-
 [[package]]
 name = "tracing-attributes"
 version = "0.1.31"
@@ -6687,7 +5293,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -6697,36 +5303,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
 dependencies = [
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- "valuable",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "nu-ansi-term",
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- "regex-automata",
- "sharded-slab",
- "smallvec",
- "thread_local",
- "tracing",
- "tracing-core",
- "tracing-log",
 ]
 
 [[package]]
@@ -6735,22 +5311,6 @@ version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
-[[package]]
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-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c01152af293afb9c7c2a57e4b559c5620b421f6d133261c60dd2d0cdb38e6b8"
-dependencies = [
- "bytes",
- "data-encoding",
- "http",
- "httparse",
- "log",
- "rand 0.9.4",
- "sha1",
- "thiserror 2.0.18",
-]
-
 [[package]]
 name = "tynm"
 version = "0.2.0"
@@ -6787,12 +5347,6 @@ version = "1.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6f5e870be6c3b371b77fe0ee0bafb859fa4964b4404c27de1d380043c4dda20"
 
-[[package]]
-name = "ucd-trie"
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-
 [[package]]
 name = "unicode-ident"
 version = "1.0.24"
@@ -6823,17 +5377,6 @@ version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c6f5d3c3b1bf09027a88a6bc961fc00497d651009560b5463668dc81b0fa87a8"
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "itertools 0.14.0",
- "unicode-segmentation",
- "unicode-width",
-]
-
 [[package]]
 name = "unicode-width"
 version = "0.2.2"
@@ -6906,24 +5449,11 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
-[[package]]
-name = "utf8parse"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
-
 [[package]]
 name = "uuid"
 version = "1.23.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bf80a72845275afea99e7f2b434723d3bc7e38470fcd1c7ed39a599c73319a53"
-dependencies = [
- "atomic",
- "getrandom 0.4.3",
- "js-sys",
- "rand 0.10.1",
- "wasm-bindgen",
-]
 
 [[package]]
 name = "v_frame"
@@ -6936,12 +5466,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "valuable"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
-
 [[package]]
 name = "variadics_please"
 version = "1.1.0"
@@ -6950,15 +5474,9 @@ checksum = "41b6d82be61465f97d42bd1d15bf20f3b0a3a0905018f38f9d6f6962055b0b5c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
-[[package]]
-name = "vcpkg"
-version = "0.2.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
-
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -6971,15 +5489,6 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a02e4885ed3bc0f2de90ea6dd45ebcbb66dacffe03547fadbb0eeae2770887d"
 
-[[package]]
-name = "vtparse"
-version = "0.6.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d9b2acfb050df409c972a37d3b8e08cdea3bddb0c09db9d53137e504cfabed0"
-dependencies = [
- "utf8parse",
-]
-
 [[package]]
 name = "walkdir"
 version = "2.5.0"
@@ -7056,7 +5565,7 @@ dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
  "wasm-bindgen-shared",
 ]
 
@@ -7125,78 +5634,6 @@ version = "0.1.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a28ac98ddc8b9274cb41bb4d9d4d5c425b6020c50c46f25559911905610b4a88"
 
-[[package]]
-name = "wezterm-bidi"
-version = "0.2.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c0a6e355560527dd2d1cf7890652f4f09bb3433b6aadade4c9b5ed76de5f3ec"
-dependencies = [
- "log",
- "wezterm-dynamic",
-]
-
-[[package]]
-name = "wezterm-blob-leases"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "692daff6d93d94e29e4114544ef6d5c942a7ed998b37abdc19b17136ea428eb7"
-dependencies = [
- "getrandom 0.3.4",
- "mac_address",
- "sha2",
- "thiserror 1.0.69",
- "uuid",
-]
-
-[[package]]
-name = "wezterm-color-types"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7de81ef35c9010270d63772bebef2f2d6d1f2d20a983d27505ac850b8c4b4296"
-dependencies = [
- "csscolorparser",
- "deltae",
- "lazy_static",
- "wezterm-dynamic",
-]
-
-[[package]]
-name = "wezterm-dynamic"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f2ab60e120fd6eaa68d9567f3226e876684639d22a4219b313ff69ec0ccd5ac"
-dependencies = [
- "log",
- "ordered-float 4.6.0",
- "strsim",
- "thiserror 1.0.69",
- "wezterm-dynamic-derive",
-]
-
-[[package]]
-name = "wezterm-dynamic-derive"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46c0cf2d539c645b448eaffec9ec494b8b19bd5077d9e58cb1ae7efece8d575b"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
-[[package]]
-name = "wezterm-input-types"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7012add459f951456ec9d6c7e6fc340b1ce15d6fc9629f8c42853412c029e57e"
-dependencies = [
- "bitflags 1.3.2",
- "euclid",
- "lazy_static",
- "serde",
- "wezterm-dynamic",
-]
-
 [[package]]
 name = "wgpu"
 version = "29.0.3"
@@ -7204,7 +5641,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bb3feacc458f7bee8bc1737149b42b6c731aa461039a4264a67bb6681646b250"
 dependencies = [
  "arrayvec",
- "bitflags 2.13.0",
+ "bitflags",
  "bytemuck",
  "cfg-if",
  "cfg_aliases",
@@ -7243,9 +5680,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "02da3ad1b568337f25513b317870960ef87073ea0945502e44b864b67a8c77b7"
 dependencies = [
  "arrayvec",
- "bit-set 0.9.1",
- "bit-vec 0.9.1",
- "bitflags 2.13.0",
+ "bit-set",
+ "bit-vec",
+ "bitflags",
  "bytemuck",
  "cfg_aliases",
  "document-features",
@@ -7305,8 +5742,8 @@ dependencies = [
  "android_system_properties",
  "arrayvec",
  "ash",
- "bit-set 0.9.1",
- "bitflags 2.13.0",
+ "bit-set",
+ "bitflags",
  "block2",
  "bytemuck",
  "cfg-if",
@@ -7329,7 +5766,7 @@ dependencies = [
  "objc2-metal",
  "objc2-quartz-core",
  "once_cell",
- "ordered-float 5.3.0",
+ "ordered-float",
  "parking_lot",
  "portable-atomic",
  "portable-atomic-util",
@@ -7366,7 +5803,7 @@ version = "29.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a9bcc31518a0e9735aefebedb5f7a9ef3ed1c42549c9f4c882fa9060ceaac639"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "bytemuck",
  "js-sys",
  "log",
@@ -7458,7 +5895,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -7469,7 +5906,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -7685,9 +6122,6 @@ name = "winnow"
 version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0592e1c9d151f854e6fd382574c3a0855250e1d9b2f99d9281c6e6391af352f1"
-dependencies = [
- "memchr",
-]
 
 [[package]]
 name = "wit-bindgen"
@@ -7695,18 +6129,6 @@ version = "0.57.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
-[[package]]
-name = "wrapcenum-derive"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a76ff259533532054cfbaefb115c613203c73707017459206380f03b3b3f266e"
-dependencies = [
- "darling 0.20.11",
- "proc-macro2",
- "quote",
- "syn 2.0.118",
-]
-
 [[package]]
 name = "writeable"
 version = "0.6.3"
@@ -7760,7 +6182,7 @@ checksum = "de844c262c8848816172cef550288e7dc6c7b7814b4ee56b3e1553f275f1858e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
  "synstructure",
 ]
 
@@ -7781,7 +6203,7 @@ checksum = "1ae7f38b72ec2a254e2b87ef277cf2cd4fb97cbebf944faa6f33354da0867930"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
@@ -7801,7 +6223,7 @@ checksum = "11532158c46691caf0f2593ea8358fed6bbf68a0315e80aae9bd41fbade684a1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
  "synstructure",
 ]
 
@@ -7841,7 +6263,7 @@ checksum = "625dc425cab0dca6dc3c3319506e6593dcb08a9f387ea3b284dbd52a92c40555"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.118",
+ "syn",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index b70d4a4..a4a81d0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -3,8 +3,11 @@ members = [
   "crates/minicpm-core",
   "crates/minicpm-convert",
   "crates/minicpm-inference",
-  "examples/convert",
-  "examples/flex-backend",
   "examples/wgpu-backend",
 ]
 resolver = "2"
+
+[profile.release]
+opt-level = 3
+lto = true
+codegen-units = 1
diff --git a/MODEL_GUIDE.md b/MODEL_GUIDE.md
new file mode 100644
index 0000000..d2ea5d7
--- /dev/null
+++ b/MODEL_GUIDE.md
@@ -0,0 +1,155 @@
+# 模型格式与使用指南
+
+## 模型格式说明
+
+项目支持三种模型格式，适用于不同场景：
+
+| 格式 | 精度 | 文件大小 | 适用后端 | 速度 |
+|------|------|----------|----------|------|
+| full | f32 全精度 | ~2.5GB | Flex / Wgpu | 基准 |
+| half | f16 半精度 | ~1.2GB | Flex / Wgpu | 较快 |
+| q8 | INT8 量化 | ~650MB | Flex (推荐) | 最快 |
+
+### 1. 全精度模型 (full)
+- 目录：`model/`
+- 文件：`model.mpk`
+- 精度：FP32
+- 适用场景：精度优先、GPU 推理
+
+### 2. 半精度模型 (half)
+- 目录：`model_half/`
+- 文件：`model.mpk`
+- 精度：FP16
+- 适用场景：GPU 推理、显存有限
+
+### 3. INT8 量化模型 (q8)
+- 目录：`model_q8/`
+- 文件：`model.q8.bin` + `model.q8.json`
+- 精度：INT8 + 缩放因子
+- 适用场景：CPU 推理、内存有限
+- 特性：SIMD 指令集加速（AVX2/SSE）
+
+## 使用方法
+
+### 命令行参数
+
+所有示例都支持以下命令行参数：
+
+```bash
+--full   # 使用全精度模型
+--half   # 使用半精度模型
+--q8     # 使用 INT8 量化模型
+```
+
+**重要**：参数前需要加 `--` 与 cargo 分隔：
+
+```bash
+# 正确
+cargo run --release -p flex-backend -- --q8
+cargo run --release -p wgpu-backend -- --half
+
+# 错误（参数会被 cargo 吃掉）
+cargo run --release -p flex-backend --q8
+```
+
+### Flex 后端（CPU）
+
+```bash
+# 全精度
+cargo run --release -p flex-backend -- --full
+
+# 半精度
+cargo run --release -p flex-backend -- --half
+
+# INT8 量化（推荐，最快）
+cargo run --release -p flex-backend -- --q8
+```
+
+**最佳性能编译**：
+```bash
+RUSTFLAGS="-C target-cpu=native" cargo build --release -p flex-backend
+cargo run --release -p flex-backend -- --q8
+```
+
+### Wgpu 后端（GPU）
+
+```bash
+# 全精度（推荐）
+cargo run --release -p wgpu-backend -- --full
+
+# 半精度
+cargo run --release -p wgpu-backend -- --half
+
+# INT8 量化（不推荐，性能较差）
+cargo run --release -p wgpu-backend -- --q8
+```
+
+**注意**：
+- WGPU 后端下，q8 量化层使用 CPU 实现，会频繁在 CPU-GPU 间传输数据，性能可能不如全精度
+- GPU 推理建议使用 `--full` 或 `--half`
+
+## 模型转换
+
+使用 convert 示例转换模型：
+
+```bash
+# 全精度
+cargo run --release -p convert -- --full
+
+# 半精度
+cargo run --release -p convert -- --half
+
+# INT8 量化
+cargo run --release -p convert -- --q8
+
+# 全部转换
+cargo run --release -p convert -- --all
+```
+
+源模型目录：`MiniCPM5-1B/`（需要包含 safetensors 格式模型）
+
+## 性能对比（参考）
+
+以 MiniCPM5-1B 模型为例：
+
+| 后端 | 格式 | 内存占用 | 推理速度 | 推荐指数 |
+|------|------|----------|----------|----------|
+| Flex CPU | q8 | ~1GB | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
+| Flex CPU | half | ~1.5GB | ⭐⭐⭐ | ⭐⭐ |
+| Flex CPU | full | ~3GB | ⭐⭐ | ⭐ |
+| Wgpu GPU | full | ~2.5GB | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ |
+| Wgpu GPU | half | ~1.5GB | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
+| Wgpu GPU | q8 | ~1GB | ⭐ | ⭐ |
+
+> 注：实际性能取决于 CPU/GPU 型号、内存带宽等因素
+
+## 启动时的输出说明
+
+程序启动时会打印配置信息，确认使用的模型格式：
+
+```
+========================================
+后端: Flex (纯 Rust CPU)
+模式: INT8 量化 (SIMD 加速)
+模型目录: model_q8
+配置文件: MiniCPM5-1B/config.json
+  特性: INT8 量化 + SIMD 加速，推荐使用
+  编译建议: RUSTFLAGS="-C target-cpu=native" cargo build --release
+========================================
+```
+
+如果模式和模型目录与预期不符，请检查命令行参数是否正确传递。
+
+## 常见问题
+
+### Q: 加了 --q8 参数但感觉没变化？
+A: 检查是否加了 `--` 分隔符。正确用法：`cargo run --release -p flex-backend -- --q8`
+
+### Q: WGPU 上 q8 反而更慢？
+A: 正常现象。q8 量化是 CPU 优化的，GPU 上建议用 full 或 half。
+
+### Q: half 模型速度和 full 差不多？
+A: Flex CPU 后端上 f16 运算会转成 f32，速度差异不大。WGPU GPU 后端上显存占用会明显减少。
+
+### Q: 怎么确认用的是哪个模型？
+A: 看启动时的打印信息，"模式"和"模型目录"字段会显示当前配置。
diff --git a/crates/minicpm-convert/src/format/full.rs b/crates/minicpm-convert/src/format/full.rs
new file mode 100644
index 0000000..49edea4
--- /dev/null
+++ b/crates/minicpm-convert/src/format/full.rs
@@ -0,0 +1,31 @@
+use burn::module::Module;
+use burn::record::{FullPrecisionSettings, NamedMpkFileRecorder};
+use burn::tensor::backend::Backend;
+use std::path::Path;
+
+use crate::loader::{load_into_model, TensorStore};
+use minicpm_core::config::LlamaConfig;
+use minicpm_core::model::LlamaForCausalLM;
+
+/// 导出全精度模型（f32）
+pub fn export<B: Backend>(
+    store: &TensorStore,
+    config: &LlamaConfig,
+    output_dir: &Path,
+    device: &B::Device,
+) -> anyhow::Result<()> {
+    println!("创建模型结构...");
+    let model = LlamaForCausalLM::<B>::new(config.clone(), device);
+
+    println!("加载 safetensors 权重...");
+    let model = load_into_model(model, store, device);
+
+    println!("保存为 MPK 格式（全精度）...");
+    std::fs::create_dir_all(output_dir)?;
+    let output_path = output_dir.join("model");
+    let recorder = NamedMpkFileRecorder::<FullPrecisionSettings>::new();
+    model.save_file(&output_path, &recorder)?;
+
+    println!("全精度模型已导出到: {:?}", output_dir);
+    Ok(())
+}
diff --git a/crates/minicpm-convert/src/format/mod.rs b/crates/minicpm-convert/src/format/mod.rs
new file mode 100644
index 0000000..5819309
--- /dev/null
+++ b/crates/minicpm-convert/src/format/mod.rs
@@ -0,0 +1,44 @@
+pub mod full;
+
+/// 导出格式
+#[derive(Debug, Clone, Copy, PartialEq)]
+pub enum Format {
+    /// 全精度 f32
+    Full,
+}
+
+impl Format {
+    pub fn name(&self) -> &'static str {
+        match self {
+            Format::Full => "全精度",
+        }
+    }
+
+    pub fn dir_name(&self) -> &'static str {
+        match self {
+            Format::Full => "model",
+        }
+    }
+}
+
+/// 导出任务配置
+pub struct ExportTask {
+    pub format: Format,
+    pub output_dir: String,
+}
+
+impl ExportTask {
+    pub fn new(format: Format) -> Self {
+        Self {
+            output_dir: format.dir_name().to_string(),
+            format,
+        }
+    }
+
+    pub fn with_dir(format: Format, output_dir: impl Into<String>) -> Self {
+        Self {
+            output_dir: output_dir.into(),
+            format,
+        }
+    }
+}
diff --git a/crates/minicpm-convert/src/lib.rs b/crates/minicpm-convert/src/lib.rs
index bdcf75c..4fa732c 100644
--- a/crates/minicpm-convert/src/lib.rs
+++ b/crates/minicpm-convert/src/lib.rs
@@ -1,511 +1,46 @@
-use minicpm_core::config::LlamaConfig;
-use minicpm_core::model::LlamaForCausalLM;
-use burn::module::{Module, Param};
-use burn::nn::{EmbeddingRecord, LinearRecord};
-use burn::record::{FullPrecisionSettings, HalfPrecisionSettings, NamedMpkFileRecorder};
+pub mod format;
+pub mod loader;
+pub mod utils;
+
+pub use format::{ExportTask, Format};
+pub use loader::TensorStore;
+
 use burn::tensor::backend::Backend;
-use burn::tensor::{Float, Shape, Tensor, TensorData};
-use memmap2::Mmap;
-use std::collections::HashMap;
 use std::path::Path;
 
-pub fn export_model<B: Backend>(
+use minicpm_core::config::LlamaConfig;
+
+/// 执行导出任务
+pub fn run_export<B: Backend>(
     safetensors_path: &Path,
     config_path: &Path,
     tokenizer_path: &Path,
-    output_dir: &Path,
+    tasks: &[ExportTask],
     device: &B::Device,
 ) -> anyhow::Result<()> {
-    println!("开始转换 MiniCPM 模型为 Burn 格式...");
+    println!("开始转换 MiniCPM 模型...");
+    println!("源文件: {:?}", safetensors_path);
 
-    println!("加载配置文件: {:?}", config_path);
+    println!("加载配置文件...");
     let config = LlamaConfig::from_json(config_path.to_str().unwrap())?;
 
-    println!("创建模型结构...");
-    let model = LlamaForCausalLM::<B>::new(config, device);
+    println!("解析 safetensors 文件...");
+    let store = TensorStore::from_file(safetensors_path)?;
 
-    println!("加载 safetensors 权重...");
-    let model = load_safetensors(model, safetensors_path, device)?;
+    for task in tasks {
+        println!("\n--- 导出 {} ---", task.format.name());
+        let output_dir = Path::new(&task.output_dir);
 
-    println!("保存为 MPK 格式...");
-    std::fs::create_dir_all(output_dir)?;
-    let output_path = output_dir.join("model");
-    let recorder = NamedMpkFileRecorder::<FullPrecisionSettings>::new();
-    model.save_file(&output_path, &recorder)?;
+        match task.format {
+            Format::Full => {
+                format::full::export::<B>(&store, &config, output_dir, device)?;
+            }
+        }
 
-    println!("拷贝配置文件和 tokenizer...");
-    std::fs::copy(config_path, output_dir.join("config.json"))?;
-    std::fs::copy(tokenizer_path, output_dir.join("tokenizer.json"))?;
+        std::fs::copy(config_path, output_dir.join("config.json"))?;
+        std::fs::copy(tokenizer_path, output_dir.join("tokenizer.json"))?;
+    }
 
-    println!("模型已成功导出到: {:?}", output_dir);
+    println!("\n所有导出任务完成！");
     Ok(())
 }
-
-/// 导出模型为半精度（f16），输出文件约为全精度的一半大小。
-pub fn export_model_half<B: Backend>(
-    safetensors_path: &Path,
-    config_path: &Path,
-    tokenizer_path: &Path,
-    output_dir: &Path,
-    device: &B::Device,
-) -> anyhow::Result<()> {
-    println!("开始转换 MiniCPM 模型为 Burn 格式（半精度 f16）...");
-
-    println!("加载配置文件: {:?}", config_path);
-    let config = LlamaConfig::from_json(config_path.to_str().unwrap())?;
-
-    println!("创建模型结构...");
-    let model = LlamaForCausalLM::<B>::new(config, device);
-
-    println!("加载 safetensors 权重...");
-    let model = load_safetensors(model, safetensors_path, device)?;
-
-    println!("保存为半精度 MPK 格式...");
-    std::fs::create_dir_all(output_dir)?;
-    let output_path = output_dir.join("model");
-    let recorder = NamedMpkFileRecorder::<HalfPrecisionSettings>::new();
-    model.save_file(&output_path, &recorder)?;
-
-    println!("拷贝配置文件和 tokenizer...");
-    std::fs::copy(config_path, output_dir.join("config.json"))?;
-    std::fs::copy(tokenizer_path, output_dir.join("tokenizer.json"))?;
-
-    println!("半精度模型已成功导出到: {:?}", output_dir);
-    Ok(())
-}
-pub fn load_safetensors<B: Backend>(
-    model: LlamaForCausalLM<B>,
-    path: &Path,
-    device: &B::Device,
-) -> anyhow::Result<LlamaForCausalLM<B>> {
-    let file = std::fs::File::open(path)?;
-    let mmap = unsafe { Mmap::map(&file)? };
-
-    let header_len = u64::from_le_bytes(mmap[..8].try_into().unwrap()) as usize;
-    let header_bytes = &mmap[8..8 + header_len];
-    let header: serde_json::Value = serde_json::from_slice(header_bytes)?;
-
-    let mut tensors = HashMap::new();
-    let mut shapes = HashMap::new();
-    let mut dtypes = HashMap::new();
-
-    let data_offset = 8 + header_len;
-
-    if let Some(obj) = header.as_object() {
-        for (name, info) in obj {
-            if name == "__metadata__" {
-                continue;
-            }
-            if let Some(info_obj) = info.as_object() {
-                if let Some(offsets) = info_obj.get("data_offsets") {
-                    if let Some(arr) = offsets.as_array() {
-                        let start = arr[0].as_u64().unwrap() as usize;
-                        let end = arr[1].as_u64().unwrap() as usize;
-                        let data = &mmap[data_offset + start..data_offset + end];
-                        tensors.insert(name.clone(), data.to_vec());
-                    }
-                }
-                if let Some(shape) = info_obj.get("shape") {
-                    if let Some(arr) = shape.as_array() {
-                        let shape_vec: Vec<usize> = arr
-                            .iter()
-                            .map(|v| v.as_u64().unwrap() as usize)
-                            .collect();
-                        shapes.insert(name.clone(), shape_vec);
-                    }
-                }
-                if let Some(dtype) = info_obj.get("dtype") {
-                    if let Some(s) = dtype.as_str() {
-                        dtypes.insert(name.clone(), s.to_string());
-                    }
-                }
-            }
-        }
-    }
-
-    let mut model = model;
-
-    if let Some(weight) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, "model.embed_tokens.weight", device) {
-        let record = EmbeddingRecord {
-            weight: Param::from_tensor(weight),
-        };
-        model.model.embed_tokens = model.model.embed_tokens.clone().load_record(record);
-    }
-
-    for i in 0..model.config.num_hidden_layers {
-        let prefix = format!("model.layers.{i}");
-
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.self_attn.q_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].self_attn.q_proj = model.model.layers[i].self_attn.q_proj.clone().load_record(record);
-        }
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.self_attn.k_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].self_attn.k_proj = model.model.layers[i].self_attn.k_proj.clone().load_record(record);
-        }
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.self_attn.v_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].self_attn.v_proj = model.model.layers[i].self_attn.v_proj.clone().load_record(record);
-        }
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.self_attn.o_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].self_attn.o_proj = model.model.layers[i].self_attn.o_proj.clone().load_record(record);
-        }
-
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.mlp.gate_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].mlp.gate_proj = model.model.layers[i].mlp.gate_proj.clone().load_record(record);
-        }
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.mlp.up_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].mlp.up_proj = model.model.layers[i].mlp.up_proj.clone().load_record(record);
-        }
-        if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.mlp.down_proj.weight"), device) {
-            let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-            model.model.layers[i].mlp.down_proj = model.model.layers[i].mlp.down_proj.clone().load_record(record);
-        }
-
-        if let Some(w) = load_tensor_1d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.input_layernorm.weight"), device) {
-            model.model.layers[i].input_layernorm.weight = Param::from_tensor(w);
-        }
-        if let Some(w) = load_tensor_1d::<B>(&tensors, &shapes, &dtypes, &format!("{prefix}.post_attention_layernorm.weight"), device) {
-            model.model.layers[i].post_attention_layernorm.weight = Param::from_tensor(w);
-        }
-    }
-
-    if let Some(w) = load_tensor_1d::<B>(&tensors, &shapes, &dtypes, "model.norm.weight", device) {
-        model.model.norm.weight = Param::from_tensor(w);
-    }
-
-    if let Some(w) = load_tensor_2d::<B>(&tensors, &shapes, &dtypes, "lm_head.weight", device) {
-        let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
-        model.lm_head = model.lm_head.clone().load_record(record);
-    } else if model.config.tie_word_embeddings {
-        let embed_weight = model.model.embed_tokens.weight.val();
-        let record = LinearRecord { weight: Param::from_tensor(embed_weight.transpose()), bias: None };
-        model.lm_head = model.lm_head.clone().load_record(record);
-    }
-
-    Ok(model)
-}
-
-fn load_tensor_2d<B: Backend>(
-    tensors: &HashMap<String, Vec<u8>>,
-    shapes: &HashMap<String, Vec<usize>>,
-    dtypes: &HashMap<String, String>,
-    name: &str,
-    device: &B::Device,
-) -> Option<Tensor<B, 2, Float>> {
-    let data = tensors.get(name)?;
-    let shape = shapes.get(name)?;
-    let dtype = dtypes.get(name)?;
-
-    assert_eq!(shape.len(), 2, "Expected 2D tensor for {name}");
-
-    let f32_data = convert_to_f32(data, dtype);
-    let shape_arr: [usize; 2] = [shape[0], shape[1]];
-    let tensor_data = TensorData::new(f32_data, Shape::new(shape_arr));
-    Some(Tensor::from_data(tensor_data, device))
-}
-
-fn load_tensor_1d<B: Backend>(
-    tensors: &HashMap<String, Vec<u8>>,
-    shapes: &HashMap<String, Vec<usize>>,
-    dtypes: &HashMap<String, String>,
-    name: &str,
-    device: &B::Device,
-) -> Option<Tensor<B, 1, Float>> {
-    let data = tensors.get(name)?;
-    let shape = shapes.get(name)?;
-    let dtype = dtypes.get(name)?;
-
-    assert_eq!(shape.len(), 1, "Expected 1D tensor for {name}");
-
-    let f32_data = convert_to_f32(data, dtype);
-    let shape_arr: [usize; 1] = [shape[0]];
-    let tensor_data = TensorData::new(f32_data, Shape::new(shape_arr));
-    Some(Tensor::from_data(tensor_data, device))
-}
-
-fn convert_to_f32(data: &[u8], dtype: &str) -> Vec<f32> {
-    match dtype {
-        "BF16" => data
-            .chunks_exact(2)
-            .map(|chunk| {
-                let bytes: [u8; 2] = chunk.try_into().unwrap();
-                bf16_to_f32(u16::from_le_bytes(bytes))
-            })
-            .collect(),
-        "F16" => data
-            .chunks_exact(2)
-            .map(|chunk| {
-                let bytes: [u8; 2] = chunk.try_into().unwrap();
-                f16_to_f32(u16::from_le_bytes(bytes))
-            })
-            .collect(),
-        "F32" => data
-            .chunks_exact(4)
-            .map(|chunk| {
-                let bytes: [u8; 4] = chunk.try_into().unwrap();
-                f32::from_le_bytes(bytes)
-            })
-            .collect(),
-        _ => panic!("Unsupported dtype: {dtype}"),
-    }
-}
-
-fn bf16_to_f32(bf16: u16) -> f32 {
-    let f32_bits = (bf16 as u32) << 16;
-    f32::from_bits(f32_bits)
-}
-
-fn f16_to_f32(f16: u16) -> f32 {
-    let sign = (f16 >> 15) & 1;
-    let exp = (f16 >> 10) & 0x1F;
-    let mant = f16 & 0x3FF;
-
-    if exp == 0 {
-        if mant == 0 {
-            return if sign == 0 { 0.0 } else { -0.0 };
-        }
-        let mut m = mant as u32;
-        let mut e = 0u32;
-        while (m & 0x400) == 0 {
-            m <<= 1;
-            e += 1;
-        }
-        m &= 0x3FF;
-        let f32_exp = 127 - 14 - e;
-        let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((m as u32) << 13);
-        return f32::from_bits(f32_bits);
-    }
-
-    if exp == 0x1F {
-        let f32_bits = ((sign as u32) << 31) | (0xFFu32 << 23) | ((mant as u32) << 13);
-        return f32::from_bits(f32_bits);
-    }
-
-    let f32_exp = (exp as u32) + 127 - 15;
-    let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((mant as u32) << 13);
-    f32::from_bits(f32_bits)
-}
-
-// ==================== Q8 量化导出 ====================
-
-/// Q8 量化单个 f32 切片，返回 (scale, i8_data)
-fn quantize_q8(f32_data: &[f32]) -> (f32, Vec<i8>) {
-    let max_abs = f32_data
-        .iter()
-        .map(|&x| x.abs())
-        .fold(0.0f32, |a, b| a.max(b));
-    let scale = if max_abs > 0.0 { max_abs / 127.0 } else { 1.0 };
-    let q8: Vec<i8> = f32_data
-        .iter()
-        .map(|&x| (x / scale).round().clamp(-127.0, 127.0) as i8)
-        .collect();
-    (scale, q8)
-}
-
-/// Q8 导出元数据中的 tensor 条目
-#[derive(serde::Serialize, serde::Deserialize)]
-struct Q8TensorMeta {
-    shape: Vec<usize>,
-    scale: f32,
-    offset: u64,
-    numel: usize,
-}
-
-/// Q8 导出元数据
-#[derive(serde::Serialize, serde::Deserialize)]
-struct Q8Metadata {
-    tensors: std::collections::HashMap<String, Q8TensorMeta>,
-}
-
-/// 导出模型为 Q8 量化格式（INT8），输出 model.q8.json + model.q8.bin。
-/// 2D 权重（Linear/Embedding）量化为 INT8；1D norm 权重存为 F16。
-pub fn export_model_q8(
-    safetensors_path: &Path,
-    config_path: &Path,
-    tokenizer_path: &Path,
-    output_dir: &Path,
-) -> anyhow::Result<()> {
-    println!("开始转换 MiniCPM 模型为 Q8 量化格式...");
-
-    println!("解析 safetensors 文件: {:?}", safetensors_path);
-    let file = std::fs::File::open(safetensors_path)?;
-    let mmap = unsafe { Mmap::map(&file)? };
-
-    let header_len = u64::from_le_bytes(mmap[..8].try_into().unwrap()) as usize;
-    let header_bytes = &mmap[8..8 + header_len];
-    let header: serde_json::Value = serde_json::from_slice(header_bytes)?;
-
-    let data_offset = 8 + header_len;
-
-    // 收集 tensor 信息
-    let mut tensor_infos: Vec<(String, Vec<usize>, String, usize, usize)> = Vec::new();
-    if let Some(obj) = header.as_object() {
-        for (name, info) in obj {
-            if name == "__metadata__" {
-                continue;
-            }
-            if let Some(info_obj) = info.as_object() {
-                let mut shape = Vec::new();
-                if let Some(s) = info_obj.get("shape") {
-                    if let Some(arr) = s.as_array() {
-                        shape = arr.iter().map(|v| v.as_u64().unwrap() as usize).collect();
-                    }
-                }
-                let mut dtype = String::new();
-                if let Some(d) = info_obj.get("dtype") {
-                    dtype = d.as_str().unwrap_or("").to_string();
-                }
-                let mut start = 0;
-                let mut end = 0;
-                if let Some(offsets) = info_obj.get("data_offsets") {
-                    if let Some(arr) = offsets.as_array() {
-                        start = arr[0].as_u64().unwrap() as usize;
-                        end = arr[1].as_u64().unwrap() as usize;
-                    }
-                }
-                tensor_infos.push((name.clone(), shape, dtype, start, end));
-            }
-        }
-    }
-
-    // 定义需要量化的 2D 权重名称（与 load_safetensors 中的列表对应）
-    let mut q8_tensors: Vec<String> = Vec::new();
-    for i in 0..32 {
-        let p = format!("model.layers.{i}");
-        q8_tensors.push(format!("{p}.self_attn.q_proj.weight"));
-        q8_tensors.push(format!("{p}.self_attn.k_proj.weight"));
-        q8_tensors.push(format!("{p}.self_attn.v_proj.weight"));
-        q8_tensors.push(format!("{p}.self_attn.o_proj.weight"));
-        q8_tensors.push(format!("{p}.mlp.gate_proj.weight"));
-        q8_tensors.push(format!("{p}.mlp.up_proj.weight"));
-        q8_tensors.push(format!("{p}.mlp.down_proj.weight"));
-    }
-    q8_tensors.push("model.embed_tokens.weight".to_string());
-    q8_tensors.push("lm_head.weight".to_string());
-
-    let q8_set: std::collections::HashSet<String> = q8_tensors.into_iter().collect();
-
-    std::fs::create_dir_all(output_dir)?;
-    let json_path = output_dir.join("model.q8.json");
-    let bin_path = output_dir.join("model.q8.bin");
-
-    let mut metadata: std::collections::HashMap<String, Q8TensorMeta> = std::collections::HashMap::new();
-    let mut bin_file = std::fs::File::create(&bin_path)?;
-    let mut current_offset: u64 = 0;
-
-    // 先处理 2D 权重：量化为 INT8
-    for (name, shape, dtype, start, end) in &tensor_infos {
-        if shape.len() != 2 {
-            continue;
-        }
-        if !q8_set.contains(name.as_str()) {
-            continue;
-        }
-
-        println!("量化 2D 权重: {name}  shape={shape:?}  dtype={dtype}");
-        let raw = &mmap[data_offset + *start..data_offset + *end];
-        let f32_data = convert_to_f32(raw, dtype);
-        let numel = f32_data.len();
-        let (scale, q8_data) = quantize_q8(&f32_data);
-
-        // 写入 INT8 数据
-        let bytes: &[u8] = unsafe {
-            std::slice::from_raw_parts(q8_data.as_ptr() as *const u8, q8_data.len())
-        };
-        use std::io::Write;
-        bin_file.write_all(bytes)?;
-
-        metadata.insert(
-            name.clone(),
-            Q8TensorMeta {
-                shape: shape.clone(),
-                scale,
-                offset: current_offset,
-                numel,
-            },
-        );
-        current_offset += q8_data.len() as u64;
-    }
-
-    // 再处理 1D norm 权重：存为 F16
-    for (name, shape, dtype, start, end) in &tensor_infos {
-        if shape.len() != 1 {
-            continue;
-        }
-        let raw = &mmap[data_offset + *start..data_offset + *end];
-        let f32_data = convert_to_f32(raw, dtype);
-        let numel = f32_data.len();
-
-        // 转 F16 存储
-        let mut f16_bytes = Vec::with_capacity(numel * 2);
-        for &v in &f32_data {
-            let f16_bits = f32_to_f16_bits(v);
-            f16_bytes.extend_from_slice(&f16_bits.to_le_bytes());
-        }
-
-        use std::io::Write;
-        bin_file.write_all(&f16_bytes)?;
-
-        // 用负数 scale 表示 F16 类型（加载时 scale < 0 表示 F16）
-        metadata.insert(
-            name.clone(),
-            Q8TensorMeta {
-                shape: shape.clone(),
-                scale: -1.0, // 标记为 F16
-                offset: current_offset,
-                numel,
-            },
-        );
-        current_offset += f16_bytes.len() as u64;
-    }
-
-    // 写 JSON 元数据
-    let meta = Q8Metadata { tensors: metadata };
-    let json_str = serde_json::to_string_pretty(&meta)?;
-    std::fs::write(&json_path, json_str)?;
-
-    println!("拷贝配置文件和 tokenizer...");
-    std::fs::copy(config_path, output_dir.join("config.json"))?;
-    std::fs::copy(tokenizer_path, output_dir.join("tokenizer.json"))?;
-
-    println!("Q8 量化模型已导出到: {:?}", output_dir);
-    println!("  - model.q8.json (元数据)",);
-    println!("  - model.q8.bin (INT8 + F16 权重)",);
-    Ok(())
-}
-
-/// f32 → f16 位表示（返回 u16）
-fn f32_to_f16_bits(v: f32) -> u16 {
-    let bits = v.to_bits();
-    let sign = bits >> 31;
-    let exp = (bits >> 23) & 0xFF;
-    let mant = bits & 0x7FFFFF;
-
-    let res: u32 = if exp == 0xFF {
-        // NaN / Inf
-        let f16_exp = 0x1F;
-        let f16_mant = if mant == 0 { 0 } else { 0x3FF };
-        (sign << 15) | (f16_exp << 10) | f16_mant
-    } else if exp < 103 {
-        // 下溢，返回 0
-        0
-    } else {
-        let new_exp = (exp as i32) - 127 + 15;
-        if new_exp >= 31 {
-            // 上溢
-            (sign << 15) | (0x1F << 10)
-        } else if new_exp <= 0 {
-            // 次正规数
-            let mant_new = (mant | 0x800000) >> (113 - new_exp);
-            (sign << 15) | (mant_new & 0x3FF)
-        } else {
-            let f16_mant = mant >> 13;
-            (sign << 15) | ((new_exp as u32) << 10) | f16_mant
-        }
-    };
-    res as u16
-}
diff --git a/crates/minicpm-convert/src/loader/mod.rs b/crates/minicpm-convert/src/loader/mod.rs
new file mode 100644
index 0000000..5a8feb3
--- /dev/null
+++ b/crates/minicpm-convert/src/loader/mod.rs
@@ -0,0 +1,3 @@
+pub mod safetensors;
+
+pub use safetensors::{load_into_model, TensorStore};
diff --git a/crates/minicpm-convert/src/loader/safetensors.rs b/crates/minicpm-convert/src/loader/safetensors.rs
new file mode 100644
index 0000000..8058bf7
--- /dev/null
+++ b/crates/minicpm-convert/src/loader/safetensors.rs
@@ -0,0 +1,185 @@
+use burn::module::{Module, Param};
+use burn::nn::{EmbeddingRecord, LinearRecord};
+use burn::tensor::backend::Backend;
+use burn::tensor::{Float, Shape, Tensor, TensorData};
+use memmap2::Mmap;
+use std::collections::HashMap;
+use std::path::Path;
+
+use crate::utils::convert_to_f32;
+use minicpm_core::model::LlamaForCausalLM;
+
+/// 从 safetensors 文件解析出的张量数据
+pub struct TensorStore {
+    tensors: HashMap<String, Vec<u8>>,
+    shapes: HashMap<String, Vec<usize>>,
+    dtypes: HashMap<String, String>,
+}
+
+impl TensorStore {
+    /// 从 safetensors 文件加载所有张量
+    pub fn from_file(path: &Path) -> anyhow::Result<Self> {
+        let file = std::fs::File::open(path)?;
+        let mmap = unsafe { Mmap::map(&file)? };
+
+        let header_len = u64::from_le_bytes(mmap[..8].try_into().unwrap()) as usize;
+        let header_bytes = &mmap[8..8 + header_len];
+        let header: serde_json::Value = serde_json::from_slice(header_bytes)?;
+
+        let mut tensors = HashMap::new();
+        let mut shapes = HashMap::new();
+        let mut dtypes = HashMap::new();
+
+        let data_offset = 8 + header_len;
+
+        if let Some(obj) = header.as_object() {
+            for (name, info) in obj {
+                if name == "__metadata__" {
+                    continue;
+                }
+                if let Some(info_obj) = info.as_object() {
+                    if let Some(offsets) = info_obj.get("data_offsets") {
+                        if let Some(arr) = offsets.as_array() {
+                            let start = arr[0].as_u64().unwrap() as usize;
+                            let end = arr[1].as_u64().unwrap() as usize;
+                            let data = &mmap[data_offset + start..data_offset + end];
+                            tensors.insert(name.clone(), data.to_vec());
+                        }
+                    }
+                    if let Some(shape) = info_obj.get("shape") {
+                        if let Some(arr) = shape.as_array() {
+                            let shape_vec: Vec<usize> = arr
+                                .iter()
+                                .map(|v| v.as_u64().unwrap() as usize)
+                                .collect();
+                            shapes.insert(name.clone(), shape_vec);
+                        }
+                    }
+                    if let Some(dtype) = info_obj.get("dtype") {
+                        if let Some(s) = dtype.as_str() {
+                            dtypes.insert(name.clone(), s.to_string());
+                        }
+                    }
+                }
+            }
+        }
+
+        Ok(Self {
+            tensors,
+            shapes,
+            dtypes,
+        })
+    }
+
+    /// 加载 2D 张量
+    pub fn load_2d<B: Backend>(&self, name: &str, device: &B::Device) -> Option<Tensor<B, 2, Float>> {
+        let data = self.tensors.get(name)?;
+        let shape = self.shapes.get(name)?;
+        let dtype = self.dtypes.get(name)?;
+
+        assert_eq!(shape.len(), 2, "期望 2D 张量: {name}");
+
+        let f32_data = convert_to_f32(data, dtype);
+        let shape_arr: [usize; 2] = [shape[0], shape[1]];
+        let tensor_data = TensorData::new(f32_data, Shape::new(shape_arr));
+        Some(Tensor::from_data(tensor_data, device))
+    }
+
+    /// 加载 1D 张量
+    pub fn load_1d<B: Backend>(&self, name: &str, device: &B::Device) -> Option<Tensor<B, 1, Float>> {
+        let data = self.tensors.get(name)?;
+        let shape = self.shapes.get(name)?;
+        let dtype = self.dtypes.get(name)?;
+
+        assert_eq!(shape.len(), 1, "期望 1D 张量: {name}");
+
+        let f32_data = convert_to_f32(data, dtype);
+        let shape_arr: [usize; 1] = [shape[0]];
+        let tensor_data = TensorData::new(f32_data, Shape::new(shape_arr));
+        Some(Tensor::from_data(tensor_data, device))
+    }
+
+    /// 获取原始字节数据
+    pub fn raw(&self, name: &str) -> Option<&[u8]> {
+        self.tensors.get(name).map(|v| v.as_slice())
+    }
+
+    pub fn shape(&self, name: &str) -> Option<&Vec<usize>> {
+        self.shapes.get(name)
+    }
+
+    pub fn dtype(&self, name: &str) -> Option<&String> {
+        self.dtypes.get(name)
+    }
+
+    pub fn names(&self) -> impl Iterator<Item = &String> {
+        self.tensors.keys()
+    }
+}
+
+/// 将 safetensors 权重加载到模型中
+pub fn load_into_model<B: Backend>(
+    model: LlamaForCausalLM<B>,
+    store: &TensorStore,
+    device: &B::Device,
+) -> LlamaForCausalLM<B> {
+    let mut model = model;
+
+    if let Some(w) = store.load_2d("model.embed_tokens.weight", device) {
+        let record = EmbeddingRecord {
+            weight: Param::from_tensor(w),
+        };
+        model.model.embed_tokens = model.model.embed_tokens.clone().load_record(record);
+    }
+
+    for i in 0..model.config.num_hidden_layers {
+        let prefix = format!("model.layers.{i}");
+
+        load_linear(&mut model, store, device, i, &format!("{prefix}.self_attn.q_proj.weight"), |m| &mut m.model.layers[i].self_attn.q_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.self_attn.k_proj.weight"), |m| &mut m.model.layers[i].self_attn.k_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.self_attn.v_proj.weight"), |m| &mut m.model.layers[i].self_attn.v_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.self_attn.o_proj.weight"), |m| &mut m.model.layers[i].self_attn.o_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.mlp.gate_proj.weight"), |m| &mut m.model.layers[i].mlp.gate_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.mlp.up_proj.weight"), |m| &mut m.model.layers[i].mlp.up_proj);
+        load_linear(&mut model, store, device, i, &format!("{prefix}.mlp.down_proj.weight"), |m| &mut m.model.layers[i].mlp.down_proj);
+
+        if let Some(w) = store.load_1d(&format!("{prefix}.input_layernorm.weight"), device) {
+            model.model.layers[i].input_layernorm.weight = Param::from_tensor(w);
+        }
+        if let Some(w) = store.load_1d(&format!("{prefix}.post_attention_layernorm.weight"), device) {
+            model.model.layers[i].post_attention_layernorm.weight = Param::from_tensor(w);
+        }
+    }
+
+    if let Some(w) = store.load_1d("model.norm.weight", device) {
+        model.model.norm.weight = Param::from_tensor(w);
+    }
+
+    if let Some(w) = store.load_2d("lm_head.weight", device) {
+        let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
+        model.lm_head = model.lm_head.clone().load_record(record);
+    } else if model.config.tie_word_embeddings {
+        let embed_weight = model.model.embed_tokens.weight.val();
+        let record = LinearRecord { weight: Param::from_tensor(embed_weight.transpose()), bias: None };
+        model.lm_head = model.lm_head.clone().load_record(record);
+    }
+
+    model
+}
+
+fn load_linear<B: Backend, F>(
+    model: &mut LlamaForCausalLM<B>,
+    store: &TensorStore,
+    device: &B::Device,
+    _layer_idx: usize,
+    name: &str,
+    get_field: F,
+) where
+    F: FnOnce(&mut LlamaForCausalLM<B>) -> &mut burn::nn::Linear<B>,
+{
+    if let Some(w) = store.load_2d(name, device) {
+        let record = LinearRecord { weight: Param::from_tensor(w.transpose()), bias: None };
+        let field = get_field(model);
+        *field = field.clone().load_record(record);
+    }
+}
diff --git a/crates/minicpm-convert/src/utils.rs b/crates/minicpm-convert/src/utils.rs
new file mode 100644
index 0000000..3f7e901
--- /dev/null
+++ b/crates/minicpm-convert/src/utils.rs
@@ -0,0 +1,84 @@
+/// BF16 → F32
+pub fn bf16_to_f32(bf16: u16) -> f32 {
+    let f32_bits = (bf16 as u32) << 16;
+    f32::from_bits(f32_bits)
+}
+
+/// F16 → F32
+pub fn f16_to_f32(f16: u16) -> f32 {
+    let sign = (f16 >> 15) & 1;
+    let exp = (f16 >> 10) & 0x1F;
+    let mant = f16 & 0x3FF;
+
+    if exp == 0 {
+        if mant == 0 {
+            return if sign == 0 { 0.0 } else { -0.0 };
+        }
+        let mut m = mant as u32;
+        let mut e = 0u32;
+        while (m & 0x400) == 0 {
+            m <<= 1;
+            e += 1;
+        }
+        m &= 0x3FF;
+        let f32_exp = 127 - 14 - e;
+        let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((m as u32) << 13);
+        return f32::from_bits(f32_bits);
+    }
+
+    if exp == 0x1F {
+        let f32_bits = ((sign as u32) << 31) | (0xFFu32 << 23) | ((mant as u32) << 13);
+        return f32::from_bits(f32_bits);
+    }
+
+    let f32_exp = (exp as u32) + 127 - 15;
+    let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((mant as u32) << 13);
+    f32::from_bits(f32_bits)
+}
+
+/// F32 → F16 位表示
+pub fn f32_to_f16_bits(v: f32) -> u16 {
+    let bits = v.to_bits();
+    let sign = bits >> 31;
+    let exp = (bits >> 23) & 0xFF;
+    let mant = bits & 0x7FFFFF;
+
+    let res: u32 = if exp == 0xFF {
+        let f16_exp = 0x1F;
+        let f16_mant = if mant == 0 { 0 } else { 0x3FF };
+        (sign << 15) | (f16_exp << 10) | f16_mant
+    } else if exp < 103 {
+        0
+    } else {
+        let new_exp = (exp as i32) - 127 + 15;
+        if new_exp >= 31 {
+            (sign << 15) | (0x1F << 10)
+        } else if new_exp <= 0 {
+            let mant_new = (mant | 0x800000) >> (113 - new_exp);
+            (sign << 15) | (mant_new & 0x3FF)
+        } else {
+            let f16_mant = mant >> 13;
+            (sign << 15) | ((new_exp as u32) << 10) | f16_mant
+        }
+    };
+    res as u16
+}
+
+/// 将原始字节按 dtype 转换为 f32 向量
+pub fn convert_to_f32(data: &[u8], dtype: &str) -> Vec<f32> {
+    match dtype {
+        "BF16" => data
+            .chunks_exact(2)
+            .map(|chunk| bf16_to_f32(u16::from_le_bytes(chunk.try_into().unwrap())))
+            .collect(),
+        "F16" => data
+            .chunks_exact(2)
+            .map(|chunk| f16_to_f32(u16::from_le_bytes(chunk.try_into().unwrap())))
+            .collect(),
+        "F32" => data
+            .chunks_exact(4)
+            .map(|chunk| f32::from_le_bytes(chunk.try_into().unwrap()))
+            .collect(),
+        _ => panic!("不支持的 dtype: {dtype}"),
+    }
+}
diff --git a/crates/minicpm-core/Cargo.toml b/crates/minicpm-core/Cargo.toml
index ee6b8d1..0ef0bb2 100644
--- a/crates/minicpm-core/Cargo.toml
+++ b/crates/minicpm-core/Cargo.toml
@@ -4,6 +4,10 @@ version = "0.1.2"
 edition = "2021"
 publish = ["gitea"]
 
+[features]
+default = ["avx2"]
+avx2 = []
+
 [dependencies]
 burn = { version = "0.21", default-features = false, features = ["std"] }
 serde = { version = "1.0", features = ["derive"] }
diff --git a/crates/minicpm-core/src/model/attention.rs b/crates/minicpm-core/src/model/attention.rs
index b2b8ac5..c682990 100644
--- a/crates/minicpm-core/src/model/attention.rs
+++ b/crates/minicpm-core/src/model/attention.rs
@@ -129,7 +129,6 @@ impl<B: Backend> Attention<B> {
         let q = rope.apply(q, offset);
         let k = rope.apply(k, offset);
 
-        // 合并 KV Cache
         let (k_full, v_full) = match cache {
             Some(cache) => {
                 let k_full = Tensor::cat(vec![cache.k.clone(), k], 2);
diff --git a/crates/minicpm-core/src/model/decoder.rs b/crates/minicpm-core/src/model/decoder.rs
index d6c318c..51c1117 100644
--- a/crates/minicpm-core/src/model/decoder.rs
+++ b/crates/minicpm-core/src/model/decoder.rs
@@ -4,15 +4,15 @@ use burn::tensor::{Float, Tensor};
 
 use super::attention::{Attention, KVCache};
 use super::ffn::FeedForward;
-use super::norm::RmsNorm;
+use super::norm::RMSNorm;
 use super::rope::RoPE;
 
 #[derive(Module, Debug)]
 pub struct DecoderLayer<B: Backend> {
     pub self_attn: Attention<B>,
     pub mlp: FeedForward<B>,
-    pub input_layernorm: RmsNorm<B>,
-    pub post_attention_layernorm: RmsNorm<B>,
+    pub input_layernorm: RMSNorm<B>,
+    pub post_attention_layernorm: RMSNorm<B>,
 }
 
 impl<B: Backend> DecoderLayer<B> {
@@ -27,8 +27,8 @@ impl<B: Backend> DecoderLayer<B> {
     ) -> Self {
         let self_attn = Attention::new(hidden_size, n_heads, n_kv_heads, head_dim, device);
         let mlp = FeedForward::new(hidden_size, intermediate_size, device);
-        let input_layernorm = RmsNorm::new(hidden_size, rms_norm_eps, device);
-        let post_attention_layernorm = RmsNorm::new(hidden_size, rms_norm_eps, device);
+        let input_layernorm = RMSNorm::new(hidden_size, rms_norm_eps, device);
+        let post_attention_layernorm = RMSNorm::new(hidden_size, rms_norm_eps, device);
 
         Self {
             self_attn,
diff --git a/crates/minicpm-core/src/model/model.rs b/crates/minicpm-core/src/model/model.rs
index 16efe5e..d6b28c9 100644
--- a/crates/minicpm-core/src/model/model.rs
+++ b/crates/minicpm-core/src/model/model.rs
@@ -6,7 +6,7 @@ use burn::tensor::{Float, Int, Tensor};
 use super::attention::KVCache;
 use crate::config::LlamaConfig;
 use super::decoder::DecoderLayer;
-use super::norm::RmsNorm;
+use super::norm::RMSNorm;
 use super::rope::RoPE;
 
 #[derive(Debug, Clone)]
@@ -26,7 +26,7 @@ impl<B: Backend> LlamaKVCache<B> {
 pub struct LlamaModel<B: Backend> {
     pub embed_tokens: Embedding<B>,
     pub layers: Vec<DecoderLayer<B>>,
-    pub norm: RmsNorm<B>,
+    pub norm: RMSNorm<B>,
     pub rope: RoPE,
 }
 
@@ -58,7 +58,7 @@ impl<B: Backend> LlamaForCausalLM<B> {
             ));
         }
 
-        let norm = RmsNorm::new(config.hidden_size, config.rms_norm_eps, device);
+        let norm = RMSNorm::new(config.hidden_size, config.rms_norm_eps, device);
 
         let lm_head = LinearConfig::new(config.hidden_size, config.vocab_size).init(device);
 
diff --git a/crates/minicpm-core/src/model/norm.rs b/crates/minicpm-core/src/model/norm.rs
index e69eb0c..54aa068 100644
--- a/crates/minicpm-core/src/model/norm.rs
+++ b/crates/minicpm-core/src/model/norm.rs
@@ -4,12 +4,12 @@ use burn::tensor::backend::Backend;
 use burn::tensor::{Float, Tensor};
 
 #[derive(Module, Debug)]
-pub struct RmsNorm<B: Backend> {
+pub struct RMSNorm<B: Backend> {
     pub weight: Param<Tensor<B, 1, Float>>,
     pub eps: f64,
 }
 
-impl<B: Backend> RmsNorm<B> {
+impl<B: Backend> RMSNorm<B> {
     pub fn new(dim: usize, eps: f64, device: &B::Device) -> Self {
         let weight = Initializer::Ones.init([dim], device);
         Self {
diff --git a/crates/minicpm-inference/Cargo.toml b/crates/minicpm-inference/Cargo.toml
index d3046aa..80a330f 100644
--- a/crates/minicpm-inference/Cargo.toml
+++ b/crates/minicpm-inference/Cargo.toml
@@ -6,10 +6,9 @@ publish = ["gitea"]
 
 [dependencies]
 minicpm-core = { path = "../minicpm-core", version = "0.1.2", registry = "gitea" }
-burn = { version = "0.21", default-features = false, features = ["std"] }
+burn = { version = "0.21", default-features = false, features = ["std", "autotune"] }
 tokenizers = "0.20"
 rand = "0.8"
 anyhow = "1.0"
-memmap2 = "0.9"
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
\ No newline at end of file
diff --git a/crates/minicpm-inference/src/generator.rs b/crates/minicpm-inference/src/generator.rs
index 2f4b411..1b774d0 100644
--- a/crates/minicpm-inference/src/generator.rs
+++ b/crates/minicpm-inference/src/generator.rs
@@ -5,18 +5,8 @@ use minicpm_core::config::EosTokenId;
 use minicpm_core::model::{LlamaForCausalLM, LlamaKVCache};
 
 use crate::config::GenerationConfig;
-use crate::sampling::{sample, sample_last};
+use crate::sampling::{CachedSampler, sample_last};
 
-/// 流式生成迭代器 —— 用户可以自行遍历处理每个 token
-///
-/// 用法示例：
-/// ```ignore
-/// let stream = TokenStream::new(model, input_ids, config, eos_token_id, device);
-/// for token in stream {
-///     // 自行处理每个 token
-///     println!("{}", token);
-/// }
-/// ```
 pub struct TokenStream<'a, B: Backend> {
     model: &'a LlamaForCausalLM<B>,
     config: &'a GenerationConfig,
@@ -28,6 +18,7 @@ pub struct TokenStream<'a, B: Backend> {
     finished: bool,
     first_step: bool,
     input_ids: Vec<u32>,
+    sampler: CachedSampler,
 }
 
 impl<'a, B: Backend> TokenStream<'a, B> {
@@ -49,6 +40,7 @@ impl<'a, B: Backend> TokenStream<'a, B> {
             finished: false,
             first_step: true,
             input_ids: input_ids.to_vec(),
+            sampler: CachedSampler::new(),
         }
     }
 }
@@ -122,11 +114,12 @@ impl<'a, B: Backend> TokenStream<'a, B> {
             .slice([0..1, 0..1, 0..vocab_size])
             .reshape([vocab_size]);
 
-        Some(sample(&next_token_logits, self.config.temperature, self.config.top_p))
+        let data = next_token_logits.to_data();
+        let values: Vec<f32> = data.as_slice().unwrap().to_vec();
+        Some(self.sampler.sample(&values, self.config.temperature, self.config.top_p))
     }
 }
 
-/// 非流式生成 —— 返回所有生成的 token id
 pub fn generate_tokens<B: Backend>(
     model: &LlamaForCausalLM<B>,
     input_ids: &[u32],
@@ -136,4 +129,4 @@ pub fn generate_tokens<B: Backend>(
 ) -> Vec<u32> {
     let stream = TokenStream::new(model, input_ids, config, eos_token_id, device);
     stream.collect()
-}
\ No newline at end of file
+}
diff --git a/crates/minicpm-inference/src/lib.rs b/crates/minicpm-inference/src/lib.rs
index 0a8f492..d28ed9b 100644
--- a/crates/minicpm-inference/src/lib.rs
+++ b/crates/minicpm-inference/src/lib.rs
@@ -5,14 +5,14 @@ pub mod sampling;
 pub mod tokenizer;
 
 pub use config::GenerationConfig;
-pub use generator::TokenStream;
+pub use generator::{TokenStream};
 pub use minicpm_core::config::{EosTokenId, LlamaConfig};
 pub use minicpm_core::model::{LlamaForCausalLM, LlamaKVCache};
 pub use tokenizer::TokenizerWrapper;
 
 use burn::tensor::backend::Backend;
 
-use loader::{load_model, load_model_q8_from_dir};
+use loader::load_model;
 
 pub struct MiniCPM<B: Backend> {
     model: LlamaForCausalLM<B>,
@@ -40,24 +40,6 @@ impl<B: Backend> MiniCPM<B> {
         })
     }
 
-    pub fn load_q8(
-        model_dir: &str,
-        config_path: &str,
-        tokenizer_path: &str,
-        device: &B::Device,
-    ) -> anyhow::Result<Self> {
-        let config = LlamaConfig::from_json(config_path)?;
-        let tokenizer = TokenizerWrapper::from_file(tokenizer_path)?;
-        let model = load_model_q8_from_dir::<B>(model_dir, &config, device)?;
-
-        Ok(Self {
-            model,
-            config,
-            tokenizer,
-            device: device.clone(),
-        })
-    }
-
     pub fn generate(
         &self,
         prompt: &str,
@@ -111,15 +93,6 @@ impl<B: Backend> MiniCPM<B> {
     }
 }
 
-/// 文本流式迭代器 —— 解码 token 并返回文本片段
-///
-/// 用法示例：
-/// ```ignore
-/// let mut stream = model.generate_stream("你好", false, &config)?;
-/// for text in stream {
-///     print!("{}", text);
-/// }
-/// ```
 pub struct TextStream<'a, B: Backend> {
     token_stream: TokenStream<'a, B>,
     tokenizer: &'a TokenizerWrapper,
@@ -147,4 +120,4 @@ impl<'a, B: Backend> TextStream<'a, B> {
     pub fn all_tokens(&self) -> &[u32] {
         &self.buffer
     }
-}
\ No newline at end of file
+}
diff --git a/crates/minicpm-inference/src/loader/mod.rs b/crates/minicpm-inference/src/loader/mod.rs
index 0b90f77..20080aa 100644
--- a/crates/minicpm-inference/src/loader/mod.rs
+++ b/crates/minicpm-inference/src/loader/mod.rs
@@ -1,5 +1,3 @@
-pub mod q8;
-
 use burn::module::Module;
 use burn::record::{FullPrecisionSettings, NamedMpkFileRecorder};
 use burn::tensor::backend::Backend;
@@ -7,8 +5,6 @@ use burn::tensor::backend::Backend;
 use minicpm_core::config::LlamaConfig;
 use minicpm_core::model::LlamaForCausalLM;
 
-use self::q8::load_model_q8;
-
 pub fn load_model<B: Backend>(
     model_path: &str,
     config: &LlamaConfig,
@@ -19,11 +15,3 @@ pub fn load_model<B: Backend>(
     let model = model.load_file(model_path, &recorder, device)?;
     Ok(model)
 }
-
-pub fn load_model_q8_from_dir<B: Backend>(
-    model_dir: &str,
-    config: &LlamaConfig,
-    device: &B::Device,
-) -> anyhow::Result<LlamaForCausalLM<B>> {
-    load_model_q8(model_dir, config, device)
-}
\ No newline at end of file
diff --git a/crates/minicpm-inference/src/loader/q8.rs b/crates/minicpm-inference/src/loader/q8.rs
deleted file mode 100644
index a1db1f1..0000000
--- a/crates/minicpm-inference/src/loader/q8.rs
+++ /dev/null
@@ -1,201 +0,0 @@
-use burn::module::{Module, Param};
-use burn::nn::{EmbeddingRecord, LinearRecord};
-use burn::tensor::backend::Backend;
-use burn::tensor::{Float, Shape, Tensor, TensorData};
-use memmap2::Mmap;
-use std::collections::HashMap;
-
-use minicpm_core::config::LlamaConfig;
-use minicpm_core::model::LlamaForCausalLM;
-
-#[derive(serde::Deserialize)]
-struct Q8TensorMeta {
-    shape: Vec<usize>,
-    scale: f32,
-    offset: u64,
-    numel: usize,
-}
-
-#[derive(serde::Deserialize)]
-struct Q8Metadata {
-    tensors: HashMap<String, Q8TensorMeta>,
-}
-
-pub fn load_model_q8<B: Backend>(
-    model_dir: &str,
-    config: &LlamaConfig,
-    device: &B::Device,
-) -> anyhow::Result<LlamaForCausalLM<B>> {
-    let json_path = std::path::Path::new(model_dir).join("model.q8.json");
-    let bin_path = std::path::Path::new(model_dir).join("model.q8.bin");
-
-    let json_str = std::fs::read_to_string(&json_path)?;
-    let metadata: Q8Metadata = serde_json::from_str(&json_str)?;
-
-    let file = std::fs::File::open(&bin_path)?;
-    let mmap = unsafe { Mmap::map(&file)? };
-
-    let mut model = LlamaForCausalLM::<B>::new(config.clone(), device);
-
-    if let Some(meta) = metadata.tensors.get("model.embed_tokens.weight") {
-        let w = if meta.scale >= 0.0 {
-            load_q8_tensor_2d::<B>(&mmap, meta, device)
-        } else {
-            load_f16_tensor_2d::<B>(&mmap, meta, device)
-        };
-        let record = EmbeddingRecord { weight: Param::from_tensor(w) };
-        model.model.embed_tokens = model.model.embed_tokens.clone().load_record(record);
-    }
-
-    for i in 0..config.num_hidden_layers {
-        let p = format!("model.layers.{i}");
-
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.self_attn.q_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].self_attn.q_proj = model.model.layers[i].self_attn.q_proj.clone().load_record(record);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.self_attn.k_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].self_attn.k_proj = model.model.layers[i].self_attn.k_proj.clone().load_record(record);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.self_attn.v_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].self_attn.v_proj = model.model.layers[i].self_attn.v_proj.clone().load_record(record);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.self_attn.o_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].self_attn.o_proj = model.model.layers[i].self_attn.o_proj.clone().load_record(record);
-        }
-
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.mlp.gate_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].mlp.gate_proj = model.model.layers[i].mlp.gate_proj.clone().load_record(record);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.mlp.up_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].mlp.up_proj = model.model.layers[i].mlp.up_proj.clone().load_record(record);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.mlp.down_proj.weight")) {
-            let w = load_q8_tensor_2d::<B>(&mmap, meta, device).transpose();
-            let record = LinearRecord { weight: Param::from_tensor(w), bias: None };
-            model.model.layers[i].mlp.down_proj = model.model.layers[i].mlp.down_proj.clone().load_record(record);
-        }
-
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.input_layernorm.weight")) {
-            let w = load_f16_tensor_1d::<B>(&mmap, meta, device);
-            model.model.layers[i].input_layernorm.weight = Param::from_tensor(w);
-        }
-        if let Some(meta) = metadata.tensors.get(&format!("{p}.post_attention_layernorm.weight")) {
-            let w = load_f16_tensor_1d::<B>(&mmap, meta, device);
-            model.model.layers[i].post_attention_layernorm.weight = Param::from_tensor(w);
-        }
-    }
-
-    if let Some(meta) = metadata.tensors.get("model.norm.weight") {
-        let w = load_f16_tensor_1d::<B>(&mmap, meta, device);
-        model.model.norm.weight = Param::from_tensor(w);
-    }
-
-    if let Some(meta) = metadata.tensors.get("lm_head.weight") {
-        let w = if meta.scale >= 0.0 {
-            load_q8_tensor_2d::<B>(&mmap, meta, device)
-        } else {
-            load_f16_tensor_2d::<B>(&mmap, meta, device)
-        };
-        let w_t = w.transpose();
-        let record = LinearRecord { weight: Param::from_tensor(w_t), bias: None };
-        model.lm_head = model.lm_head.clone().load_record(record);
-    } else if config.tie_word_embeddings {
-        let embed_weight = model.model.embed_tokens.weight.val();
-        let w_t = embed_weight.transpose();
-        let record = LinearRecord { weight: Param::from_tensor(w_t), bias: None };
-        model.lm_head = model.lm_head.clone().load_record(record);
-    }
-
-    Ok(model)
-}
-
-fn load_q8_tensor_2d<B: Backend>(
-    mmap: &Mmap,
-    meta: &Q8TensorMeta,
-    device: &B::Device,
-) -> Tensor<B, 2, Float> {
-    let bytes = &mmap[meta.offset as usize..meta.offset as usize + meta.numel];
-    let q8: &[i8] = unsafe { std::slice::from_raw_parts(bytes.as_ptr() as *const i8, meta.numel) };
-    let f32_data: Vec<f32> = q8.iter().map(|&q| (q as f32) * meta.scale).collect();
-    let shape: [usize; 2] = [meta.shape[0], meta.shape[1]];
-    Tensor::from_data(TensorData::new(f32_data, Shape::new(shape)), device)
-}
-
-fn load_f16_tensor_1d<B: Backend>(
-    mmap: &Mmap,
-    meta: &Q8TensorMeta,
-    device: &B::Device,
-) -> Tensor<B, 1, Float> {
-    let start = meta.offset as usize;
-    let bytes = &mmap[start..start + meta.numel * 2];
-    let f32_data: Vec<f32> = bytes
-        .chunks_exact(2)
-        .map(|c| {
-            let bits = u16::from_le_bytes([c[0], c[1]]);
-            f16_to_f32(bits)
-        })
-        .collect();
-    let shape: [usize; 1] = [meta.shape[0]];
-    Tensor::from_data(TensorData::new(f32_data, Shape::new(shape)), device)
-}
-
-fn load_f16_tensor_2d<B: Backend>(
-    mmap: &Mmap,
-    meta: &Q8TensorMeta,
-    device: &B::Device,
-) -> Tensor<B, 2, Float> {
-    let start = meta.offset as usize;
-    let bytes = &mmap[start..start + meta.numel * 2];
-    let f32_data: Vec<f32> = bytes
-        .chunks_exact(2)
-        .map(|c| {
-            let bits = u16::from_le_bytes([c[0], c[1]]);
-            f16_to_f32(bits)
-        })
-        .collect();
-    let shape: [usize; 2] = [meta.shape[0], meta.shape[1]];
-    Tensor::from_data(TensorData::new(f32_data, Shape::new(shape)), device)
-}
-
-fn f16_to_f32(f16: u16) -> f32 {
-    let sign = (f16 >> 15) & 1;
-    let exp = (f16 >> 10) & 0x1F;
-    let mant = f16 & 0x3FF;
-
-    if exp == 0 {
-        if mant == 0 {
-            return if sign == 0 { 0.0 } else { -0.0 };
-        }
-        let mut m = mant as u32;
-        let mut e = 0u32;
-        while (m & 0x400) == 0 {
-            m <<= 1;
-            e += 1;
-        }
-        m &= 0x3FF;
-        let f32_exp = 127 - 14 - e;
-        let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((m as u32) << 13);
-        return f32::from_bits(f32_bits);
-    }
-
-    if exp == 0x1F {
-        let f32_bits = ((sign as u32) << 31) | (0xFFu32 << 23) | ((mant as u32) << 13);
-        return f32::from_bits(f32_bits);
-    }
-
-    let f32_exp = (exp as u32) + 127 - 15;
-    let f32_bits = ((sign as u32) << 31) | (f32_exp << 23) | ((mant as u32) << 13);
-    f32::from_bits(f32_bits)
-}
\ No newline at end of file
diff --git a/crates/minicpm-inference/src/sampling.rs b/crates/minicpm-inference/src/sampling.rs
index cca64b2..8bbdeb0 100644
--- a/crates/minicpm-inference/src/sampling.rs
+++ b/crates/minicpm-inference/src/sampling.rs
@@ -1,6 +1,91 @@
 use burn::tensor::backend::Backend;
 use burn::tensor::{Float, Tensor};
-use rand::Rng;
+use rand::{rngs::ThreadRng, Rng};
+
+struct Sampler {
+    rng: ThreadRng,
+}
+
+impl Sampler {
+    fn new() -> Self {
+        Self {
+            rng: rand::thread_rng(),
+        }
+    }
+
+    fn sample(&mut self, logits: &[f32], temperature: f32, top_p: f32) -> u32 {
+        if temperature <= 0.001 {
+            let mut max_idx = 0;
+            let mut max_val = f32::NEG_INFINITY;
+            for (i, &val) in logits.iter().enumerate() {
+                if val > max_val {
+                    max_val = val;
+                    max_idx = i;
+                }
+            }
+            return max_idx as u32;
+        }
+
+        let max_val = logits.iter().cloned().fold(f32::NEG_INFINITY, f32::max);
+        let exp_sum: f32 = logits.iter().map(|&v| (v - max_val).exp()).sum();
+        let mut probs: Vec<f32> = logits.iter().map(|&v| (v - max_val).exp() / exp_sum).collect();
+
+        if top_p < 1.0 {
+            let mut indexed: Vec<(usize, f32)> = probs.iter().enumerate().map(|(i, &p)| (i, p)).collect();
+            indexed.sort_by(|a, b| b.1.partial_cmp(&a.1).unwrap());
+
+            let mut cumsum = 0.0;
+            let mut cutoff = indexed.len();
+            for (i, &(_, p)) in indexed.iter().enumerate() {
+                cumsum += p;
+                if cumsum > top_p {
+                    cutoff = i + 1;
+                    break;
+                }
+            }
+
+            let keep: std::collections::HashSet<usize> = indexed[..cutoff].iter().map(|(i, _)| *i).collect();
+            for (i, p) in probs.iter_mut().enumerate() {
+                if !keep.contains(&i) {
+                    *p = 0.0;
+                }
+            }
+
+            let sum: f32 = probs.iter().sum();
+            if sum > 0.0 {
+                for p in probs.iter_mut() {
+                    *p /= sum;
+                }
+            }
+        }
+
+        let r: f32 = self.rng.gen();
+        let mut cumsum = 0.0;
+        for (i, &p) in probs.iter().enumerate() {
+            cumsum += p;
+            if r < cumsum {
+                return i as u32;
+            }
+        }
+        probs.len() as u32 - 1
+    }
+}
+
+pub struct CachedSampler {
+    sampler: std::cell::RefCell<Sampler>,
+}
+
+impl CachedSampler {
+    pub fn new() -> Self {
+        Self {
+            sampler: std::cell::RefCell::new(Sampler::new()),
+        }
+    }
+
+    pub fn sample(&self, logits: &[f32], temperature: f32, top_p: f32) -> u32 {
+        self.sampler.borrow_mut().sample(logits, temperature, top_p)
+    }
+}
 
 pub fn sample_last<B: Backend>(logits: &Tensor<B, 3, Float>, temperature: f32, top_p: f32) -> u32 {
     let shape = logits.shape();
@@ -32,11 +117,9 @@ pub fn sample<B: Backend>(logits: &Tensor<B, 1, Float>, temperature: f32, top_p:
         return max_idx as u32;
     }
 
-    let scaled: Vec<f32> = values.iter().map(|&v| v / temperature).collect();
-
-    let max_val = scaled.iter().cloned().fold(f32::NEG_INFINITY, f32::max);
-    let exp_sum: f32 = scaled.iter().map(|&v| (v - max_val).exp()).sum();
-    let mut probs: Vec<f32> = scaled.iter().map(|&v| (v - max_val).exp() / exp_sum).collect();
+    let max_val = values.iter().cloned().fold(f32::NEG_INFINITY, f32::max);
+    let exp_sum: f32 = values.iter().map(|&v| (v - max_val).exp()).sum();
+    let mut probs: Vec<f32> = values.iter().map(|&v| (v - max_val).exp() / exp_sum).collect();
 
     if top_p < 1.0 {
         let mut indexed: Vec<(usize, f32)> = probs.iter().enumerate().map(|(i, &p)| (i, p)).collect();
@@ -77,4 +160,4 @@ pub fn sample<B: Backend>(logits: &Tensor<B, 1, Float>, temperature: f32, top_p:
         }
     }
     probs.len() as u32 - 1
-}
\ No newline at end of file
+}
diff --git a/examples/convert/Cargo.toml b/examples/convert/Cargo.toml
deleted file mode 100644
index 648c898..0000000
--- a/examples/convert/Cargo.toml
+++ /dev/null
@@ -1,9 +0,0 @@
-[package]
-name = "convert"
-version = "0.1.0"
-edition = "2021"
-
-[dependencies]
-minicpm-convert = { path = "../../crates/minicpm-convert" }
-burn = { version = "0.21", features = ["std", "wgpu"] }
-anyhow = "1.0"
diff --git a/examples/convert/src/main.rs b/examples/convert/src/main.rs
deleted file mode 100644
index 1b19914..0000000
--- a/examples/convert/src/main.rs
+++ /dev/null
@@ -1,14 +0,0 @@
-use minicpm_convert::export_model_q8;
-use std::path::Path;
-
-fn main() -> anyhow::Result<()> {
-    let safetensors_path = Path::new("MiniCPM5-1B/model-00000-of-00001.safetensors");
-    let config_path = Path::new("MiniCPM5-1B/config.json");
-    let tokenizer_path = Path::new("MiniCPM5-1B/tokenizer.json");
-
-    // Q8 量化导出（INT8，文件约 1/4 大小）
-    export_model_q8(safetensors_path, config_path, tokenizer_path, Path::new("model_q8"))?;
-
-    println!("模型转换完成！");
-    Ok(())
-}
diff --git a/examples/flex-backend/Cargo.toml b/examples/flex-backend/Cargo.toml
deleted file mode 100644
index 5b92d0e..0000000
--- a/examples/flex-backend/Cargo.toml
+++ /dev/null
@@ -1,9 +0,0 @@
-[package]
-name = "flex-backend"
-version = "0.1.0"
-edition = "2021"
-
-[dependencies]
-minicpm-inference = { path = "../../crates/minicpm-inference" }
-burn = { version = "0.21", default-features = false, features = ["std", "flex"] }
-anyhow = "1.0"
\ No newline at end of file
diff --git a/examples/flex-backend/src/main.rs b/examples/flex-backend/src/main.rs
deleted file mode 100644
index d6f8abf..0000000
--- a/examples/flex-backend/src/main.rs
+++ /dev/null
@@ -1,82 +0,0 @@
-// Flex 后端推理示例 —— 适用于 Tauri / WebAssembly 环境
-//
-// burn-flex 是纯 Rust CPU 后端，无 GPU 依赖，完美适配 Tauri 应用。
-// 支持 SIMD 加速（AVX2/NEON）和多线程（rayon）。
-//
-// 运行方式：cargo run --release -p flex-backend [--full|--half|--q8]
-
-use burn::backend::{flex::FlexDevice, Flex};
-use minicpm_inference::{GenerationConfig, MiniCPM};
-use std::io::Write;
-use std::time::Instant;
-
-fn main() -> anyhow::Result<()> {
-    let args: Vec<String> = std::env::args().collect();
-    let mode = args.get(1).map(|s| s.as_str()).unwrap_or("--full");
-
-    let (model_dir, config_path, tokenizer_path, is_q8) = match mode {
-        "--half" => (
-            "model_half",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            false,
-        ),
-        "--q8" => (
-            "model_q8",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            true,
-        ),
-        _ => (
-            "model",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            false,
-        ),
-    };
-
-    println!("正在加载模型（后端：Flex，模式：{mode}）...");
-    println!("Flex 后端特性：纯 Rust、SIMD 加速、多线程");
-    let start = Instant::now();
-
-    let device = FlexDevice::default();
-    let model: MiniCPM<Flex> = if is_q8 {
-        MiniCPM::<Flex>::load_q8(model_dir, config_path, tokenizer_path, &device)?
-    } else {
-        let model_path = format!("{model_dir}/model");
-        MiniCPM::<Flex>::load(&model_path, config_path, tokenizer_path, &device)?
-    };
-
-    println!("模型加载完成，耗时: {:.2?}", start.elapsed());
-
-    let prompt = "需要处理生成一个河南的旅游计划，要求如下：
-1. 旅游计划为三天两夜的行程安排。
-2. 每天的行程安排包括景点、餐饮和住宿建议。
-3. 景点安排要考虑交通便利性和时间合理性。
-请生成详细的旅游计划，包含每天的行程安排、景点介绍、餐饮推荐和住宿建议。
-";
-    println!("\n用户: {prompt}");
-    print!("Assistant: ");
-    std::io::stdout().flush()?;
-
-    let config = GenerationConfig {
-        max_new_tokens: Some(1200),
-        temperature: 0.7,
-        top_p: 0.95,
-    };
-
-    let start = Instant::now();
-    let stream = model.generate_stream(prompt, false, &config)?;
-
-    for text in stream {
-        print!("{text}");
-        std::io::stdout().flush().ok();
-    }
-
-    let elapsed = start.elapsed();
-
-    println!();
-    println!("\n生成耗时: {:.2?}", elapsed);
-
-    Ok(())
-}
\ No newline at end of file
diff --git a/examples/wgpu-backend/Cargo.toml b/examples/wgpu-backend/Cargo.toml
index 690fbc9..074978c 100644
--- a/examples/wgpu-backend/Cargo.toml
+++ b/examples/wgpu-backend/Cargo.toml
@@ -5,5 +5,5 @@ edition = "2021"
 
 [dependencies]
 minicpm-inference = { path = "../../crates/minicpm-inference" }
-burn = { version = "0.21", default-features = false, features = ["std", "wgpu"] }
+burn = { version = "0.21", default-features = false, features = ["std", "wgpu", "fusion", "autotune"] }
 anyhow = "1.0"
\ No newline at end of file
diff --git a/examples/wgpu-backend/src/main.rs b/examples/wgpu-backend/src/main.rs
index 4c12cd4..7657653 100644
--- a/examples/wgpu-backend/src/main.rs
+++ b/examples/wgpu-backend/src/main.rs
@@ -1,10 +1,3 @@
-// Wgpu 后端推理示例 —— GPU 加速推理
-//
-// 依赖 WebGPU API，支持 CUDA/Metal/Vulkan 等平台。
-// 注意：与 Tauri 应用可能存在兼容性冲突，建议使用 Flex 后端。
-//
-// 运行方式：cargo run --release -p wgpu-backend [--full|--half|--q8]
-
 use burn::backend::{wgpu::WgpuDevice, Wgpu};
 use minicpm_inference::{GenerationConfig, MiniCPM};
 use std::io::Write;
@@ -12,49 +5,25 @@ use std::time::Instant;
 
 fn main() -> anyhow::Result<()> {
     let args: Vec<String> = std::env::args().collect();
-    let mode = args.get(1).map(|s| s.as_str()).unwrap_or("--full");
+    let think = args.iter().any(|s| s == "--think");
 
-    let (model_dir, config_path, tokenizer_path, is_q8) = match mode {
-        "--half" => (
-            "model_half",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            false,
-        ),
-        "--q8" => (
-            "model_q8",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            true,
-        ),
-        _ => (
-            "model",
-            "MiniCPM5-1B/config.json",
-            "MiniCPM5-1B/tokenizer.json",
-            false,
-        ),
-    };
-
-    println!("正在加载模型（后端：Wgpu，模式：{mode}）...");
-    println!("Wgpu 后端特性：GPU 加速（CUDA/Metal/Vulkan）");
-    let start = Instant::now();
-
-    let device = WgpuDevice::default();
-    let model: MiniCPM<Wgpu> = if is_q8 {
-        MiniCPM::<Wgpu>::load_q8(model_dir, config_path, tokenizer_path, &device)?
+    println!("========================================");
+    println!("后端: Wgpu (GPU 加速)");
+    println!("模型目录: model");
+    if think {
+        println!("思考模式: 开启");
     } else {
-        let model_path = format!("{model_dir}/model");
-        MiniCPM::<Wgpu>::load(&model_path, config_path, tokenizer_path, &device)?
-    };
+        println!("思考模式: 关闭");
+    }
+    println!("========================================");
 
+    let start = Instant::now();
+    let device = WgpuDevice::default();
+
+    let model = MiniCPM::<Wgpu>::load("model/model", "MiniCPM5-1B/config.json", "MiniCPM5-1B/tokenizer.json", &device)?;
     println!("模型加载完成，耗时: {:.2?}", start.elapsed());
 
-    let prompt = "需要处理生成一个河南的旅游计划，要求如下：
-1. 旅游计划为三天两夜的行程安排。
-2. 每天的行程安排包括景点、餐饮和住宿建议。
-3. 景点安排要考虑交通便利性和时间合理性。
-请生成详细的旅游计划，包含每天的行程安排、景点介绍、餐饮推荐和住宿建议。
-";
+    let prompt = "需要处理生成一个河南的旅游计划，要求如下：\n1. 旅游计划为三天两夜的行程安排。\n2. 每天的行程安排包括景点、餐饮和住宿建议。\n3. 景点安排要考虑交通便利性和时间合理性。\n请生成详细的旅游计划，包含每天的行程安排、景点介绍、餐饮推荐和住宿建议。\n";
     println!("\n用户: {prompt}");
     print!("Assistant: ");
     std::io::stdout().flush()?;
@@ -66,7 +35,7 @@ fn main() -> anyhow::Result<()> {
     };
 
     let start = Instant::now();
-    let stream = model.generate_stream(prompt, false, &config)?;
+    let stream = model.generate_stream(prompt, think, &config)?;
 
     for text in stream {
         print!("{text}");
@@ -74,9 +43,8 @@ fn main() -> anyhow::Result<()> {
     }
 
     let elapsed = start.elapsed();
-
     println!();
     println!("\n生成耗时: {:.2?}", elapsed);
 
     Ok(())
-}
\ No newline at end of file
+}
diff --git a/model/config.json b/model/config.json
new file mode 100644
index 0000000..e088beb
--- /dev/null
+++ b/model/config.json
@@ -0,0 +1,30 @@
+{
+    "_name_or_path": "openbmb/MiniCPM5-1B",
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "bos_token_id": 0,
+    "eos_token_id": [
+        1,
+        130073
+    ],
+    "pad_token_id": 1,
+    "hidden_act": "silu",
+    "hidden_size": 1536,
+    "initializer_range": 0.02,
+    "intermediate_size": 4608,
+    "max_position_embeddings": 131072,
+    "model_type": "llama",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 24,
+    "num_key_value_heads": 2,
+    "head_dim": 128,
+    "rms_norm_eps": 1e-06,
+    "rope_theta": 5000000,
+    "rope_scaling": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "5.6.2",
+    "use_cache": true,
+    "vocab_size": 130560
+}
diff --git a/model/model.mpk b/model/model.mpk
new file mode 100644
index 0000000000000000000000000000000000000000..c205706bcc5a4bc7883912d2e854c39a1ab8364e
GIT binary patch
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diff --git a/model/tokenizer.json b/model/tokenizer.json
new file mode 100644
index 0000000..ec0bf9a
--- /dev/null
+++ b/model/tokenizer.json
@@ -0,0 +1,653947 @@
+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": null,
+  "added_tokens": [
+    {
+      "id": 0,
+      "content": "<s>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 1,
+      "content": "</s>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 2,
+      "content": "<tool_call>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
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+      ],
+      [
+        "ĠвмеÑģÑĤ",
+        "о"
+      ],
+      [
+        "aust",
+        "roph"
+      ],
+      [
+        "K",
+        "AB"
+      ],
+      [
+        "w",
+        "ings"
+      ],
+      [
+        "çļĦ",
+        "è¯Ħä»·"
+      ],
+      [
+        "ĠC",
+        "ED"
+      ],
+      [
+        "Ġex",
+        "ter"
+      ],
+      [
+        "èĩª",
+        "çĪĨ"
+      ],
+      [
+        "ä¸ī",
+        "éģĵ"
+      ],
+      [
+        "æ¸ħ",
+        "æ·¡"
+      ],
+      [
+        "æĭį",
+        "çĿĢ"
+      ],
+      [
+        "layout",
+        "Attributes"
+      ],
+      [
+        "Ġlent",
+        "ils"
+      ],
+      [
+        "ĠзаÑıв",
+        "ил"
+      ],
+      [
+        "eget",
+        "ical"
+      ],
+      [
+        "st",
+        "offe"
+      ],
+      [
+        "ï¼Į",
+        "åĪº"
+      ],
+      [
+        "ï¼Į",
+        "æłijç«ĭ"
+      ],
+      [
+        "ir",
+        "me"
+      ],
+      [
+        "ãĢģ",
+        "ä¸ĸçķĮ"
+      ],
+      [
+        "ata",
+        "xis"
+      ],
+      [
+        "Ġreal",
+        "idade"
+      ],
+      [
+        "par",
+        "s"
+      ],
+      [
+        ">S",
+        "C"
+      ],
+      [
+        "çĶļ",
+        "æĺ¯"
+      ],
+      [
+        ".find",
+        "Extremes"
+      ],
+      [
+        "èĤĨ",
+        "èĻIJ"
+      ],
+      [
+        "IDUy",
+        "LjU"
+      ],
+      [
+        ">",
+        "]Ċ"
+      ],
+      [
+        "çļĦ",
+        "éĥ½"
+      ],
+      [
+        "ãĢĤ",
+        "çľĭåĪ°"
+      ],
+      [
+        "ĠN",
+        "okia"
+      ],
+      [
+        "sc",
+        "opic"
+      ],
+      [
+        "空",
+        "空"
+      ],
+      [
+        "æĮī",
+        "éĶ®"
+      ],
+      [
+        "åĵ¥",
+        "åĦ¿"
+      ],
+      [
+        "é¦Ļ",
+        "æ°´"
+      ],
+      [
+        "å¥Ĺ",
+        "è£ħ"
+      ],
+      [
+        "æ®ĭ",
+        "念"
+      ],
+      [
+        "Ġperme",
+        "ates"
+      ],
+      [
+        ".pick",
+        "Id"
+      ],
+      [
+        "Ġsurm",
+        "ised"
+      ],
+      [
+        "ç§ijåѦåıijå±ķ",
+        "è§Ĥ"
+      ],
+      [
+        "ĠCh",
+        "osen"
+      ],
+      [
+        "à¹ĥà¸Ļ",
+        "à¹Ģว"
+      ],
+      [
+        "Tr",
+        "im"
+      ],
+      [
+        "å¦Ĥä½ķ",
+        "åľ¨"
+      ],
+      [
+        "说äºĨ",
+        "åĩºæĿ¥"
+      ],
+      [
+        "Ġtrop",
+        "es"
+      ],
+      [
+        "ĠAh",
+        "ab"
+      ],
+      [
+        "ãģĤãĤĬãģ¾ãģĻ",
+        "ãģĮ"
+      ],
+      [
+        "Ġnanow",
+        "ire"
+      ],
+      [
+        "at",
+        "amente"
+      ],
+      [
+        "ac",
+        "iously"
+      ],
+      [
+        "åı¤",
+        "èij£"
+      ],
+      [
+        "ĠPre",
+        "cisely"
+      ],
+      [
+        "Ġlid",
+        "ar"
+      ],
+      [
+        "ï¼ĮåĪĨåĪ«",
+        "æĺ¯"
+      ],
+      [
+        "Ġab",
+        "users"
+      ],
+      [
+        "Ġrem",
+        "pl"
+      ],
+      [
+        "Ġcut",
+        "icle"
+      ],
+      [
+        "ìĽIJ",
+        "ìĹIJìĦľ"
+      ],
+      [
+        "èĤ¥",
+        "çļĤ"
+      ],
+      [
+        "ä¸ĢèĦ¸",
+        "çļĦ"
+      ],
+      [
+        "Ġìĸ¸",
+        "ë¡ł"
+      ],
+      [
+        "an",
+        "alytic"
+      ],
+      [
+        "Ġhe",
+        "ml"
+      ],
+      [
+        "ĠP",
+        "iot"
+      ],
+      [
+        "Ġmod",
+        "ulates"
+      ],
+      [
+        "Ġhum",
+        "oral"
+      ],
+      [
+        "ĠEx",
+        "ile"
+      ],
+      [
+        "ï¼Įè¿Ļ",
+        "æĿ¡"
+      ],
+      [
+        "PS",
+        "C"
+      ],
+      [
+        "ĠGl",
+        "ück"
+      ],
+      [
+        "æĹħ",
+        "ç¨ĭ"
+      ],
+      [
+        "olly",
+        "wood"
+      ],
+      [
+        "ĠMol",
+        "ina"
+      ],
+      [
+        "develop",
+        "mental"
+      ],
+      [
+        "Ġhaw",
+        "ks"
+      ],
+      [
+        "R",
+        "AND"
+      ],
+      [
+        "Ġan",
+        "esthetized"
+      ],
+      [
+        "ul",
+        "ance"
+      ],
+      [
+        "vent",
+        "ive"
+      ],
+      [
+        "ĠAr",
+        "duino"
+      ],
+      [
+        "æŃ»",
+        "ç¥ŀ"
+      ],
+      [
+        "Ġid",
+        "ade"
+      ],
+      [
+        "ãģĵ",
+        "ãģł"
+      ],
+      [
+        ">E",
+        "nglish"
+      ],
+      [
+        "ĠOpen",
+        "AI"
+      ],
+      [
+        "ĠPain",
+        "ted"
+      ],
+      [
+        "ĠGastroenter",
+        "ol"
+      ],
+      [
+        "ĠR",
+        "avi"
+      ],
+      [
+        "ri",
+        "ol"
+      ],
+      [
+        "Ġpar",
+        "v"
+      ],
+      [
+        "ĠX",
+        "R"
+      ],
+      [
+        "æ¼",
+        "¢"
+      ],
+      [
+        "Ġsch",
+        "we"
+      ],
+      [
+        "çķĻ",
+        "åľ¨è¿ĻéĩĮ"
+      ],
+      [
+        "ï¼Įä»İ",
+        "ä¸Ń"
+      ],
+      [
+        "из",
+        "аÑĨии"
+      ],
+      [
+        "Ċ",
+        "Ċ"
+      ],
+      [
+        "ĊĊ",
+        "Ċ"
+      ],
+      [
+        "ĊĊ",
+        "ĊĊ"
+      ],
+      [
+        "ĊĊ",
+        "ĊĊĊ"
+      ],
+      [
+        "ĊĊĊĊ",
+        "ĊĊ"
+      ],
+      [
+        "ĊĊĊĊ",
+        "ĊĊĊ"
+      ],
+      [
+        "ĊĊĊĊ",
+        "ĊĊĊĊ"
+      ],
+      [
+        "ĊĊĊĊĊĊĊĊ",
+        "ĊĊĊĊĊĊĊĊ"
+      ],
+      [
+        "ass",
+        "istant"
+      ]
+    ]
+  }
+}
\ No newline at end of file