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49 Commits
Author SHA1 Message Date
MOVZXandHinata 2066d3143f [Mini-VLLM] Cut non-OpenAI surfaces, dead kernels, Mistral stack 
- Remove Anthropic, Cohere, SageMaker, decisions, structured-decisions,
  rl, render-launcher and batch entrypoints; keep scale-out token routes
- Drop the Swagger static bundle and the /docs, /redoc routes
- Delete device-keyed tuning configs for fused_moe, quant utils, mamba
  select-state and helion; no sm86 entry ever existed for any of them
- Remove ten unused rope variants plus the fbgemm_fp8 and fp_quant
  quantizers and their config, metrics and loader plumbing
- Cut the CPU device build: csrc/cpu, cpu_extension.cmake, cpu
  requirements and the setup.py cpu target path
- Delete 29 environment variables nothing reads and 14 chat-template
  fallbacks for models this fork no longer registers
- Remove nine dead CUDA ops (deepseek_v4, kimi_k3, minimax, muse_spark,
  dsv3 gemm) with their kernels, bindings, wrappers and CMake entries
- Delete the connector test suites that targeted removed connectors
- Cut the Mistral tokenizer and parser stack, its tests, and the
  mistral_common and ijson dependency pins
- Restore the Qwen4Exp registry rows and nvidia/mtp.py that an earlier
  cut deleted while keeping the model tree

Co-authored-by: Hinata <hinata@idihore.id>
Signed-off-by: MOVZX <movzx@yahoo.com>
 2026-10-19 17:10:56 +07:00
Itay EtelisRobert ShawMisha Goin
 		13dbf96093 [Model Loader] Apply EP weight filtering in InstantTensor (#61167) 
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
 2026-10-14 09:10:10 -07:00
Jiangyun ZhuClaude Opus 5.5Isotr0py
 		092c35dd15 [Model] Support Cloudflare/clef-omni on /v1/systemone (#61064) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-10-12 21:27:34 +08:00
siliangchen-amdCursorShanshan Shen
 		02aa10539f [Bugfix][ModelLoader] Make enable_weights_track check quantized layers (#57108) 
Signed-off-by: siliangchen-amd <SiLiang.Chen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
 2026-10-10 10:44:06 +08:00
Robert ShawRobert ShawClaude Opus 5.5
 		e572e02d21 [UX] Skip checkpoint shards an MTP head does not load (#60152) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-07 15:16:19 -04:00
GuorongYegrYe99Cursor Agent
 		1291bdb85e [EPD][Model Loader] Skip language-model checkpoint shards for --mm-encoder-only (#58086) 
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-09-24 00:41:15 -07:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 16:44:29 +00:00
Andreas Karatzas 7e51939e25 [CI] Avoid unnecessary Hugging Face metadata requests (#49508) 
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2026-07-24 12:33:53 -07:00
Ting SUN 9d4b87f4f0 [Bugfix][Model] Validate DefaultModelLoader / LoadConfig and fail with clear errors (#45196) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
 2026-06-17 21:46:33 +00:00
MaciejBalaNVIsotr0pyIsotr0pymergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Roger Wang
 		9aa131f944 Add Cosmos3 Reasoner model (#43356) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-28 09:43:55 -07:00
Mohammad Miadh Angkad 21943d4c25 [Performance] Make safetensors checkpoint prefetch settings configurable (#41499) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
 2026-05-10 15:55:15 +00:00
Isotr0pyandCopilot 99255f3cb5 [UX] Allow enable/disable model weights loading tracking by config (#41086) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Copilot <copilot@github.com>
 2026-04-28 21:04:49 -07:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8f87eb4622 [Refactor] Clean up log once scope="local" (#40540) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-22 16:42:43 -04:00
Elvir CrnčevićClaude Opus 4.6Kevin H. Luu
 		17c47fb869 [Bugfix] Fix EP weight filter breaking EPLB and NVFP4 accuracy (#37322) 
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2026-03-18 18:30:29 +08:00
Roy WangandClaude Opus 4.6 761e0aa7a0 [Performance] Add --enable-ep-weight-filter CLI option (#37351) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 09:36:55 +08:00
Roy Wang 821eb80c0d [Performance][Model Loader] Skip non-local expert weights during EP model loading (#37136) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-03-16 01:33:36 -07:00
arlo 8c29042bb9 [Feature] Add InstantTensor weight loader (#36139) 2026-03-14 18:05:23 +01:00
Isotr0py a8e8d62dd8 [Misc] Clean up Kimi-audio whisper encoder loading (#36903) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-14 23:37:52 +08:00
Lucas Wilkinson 15d76f74e2 Revert "[Misc] Enable weights loading tracking for quantized models" (#35309) 2026-02-25 09:20:15 -08:00
Isotr0py 4572a06afe [Misc] Enable weights loading tracking for quantized models (#35074) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-24 22:11:03 -08:00
emricksini-h 325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
weiyu e7596371a4 [Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808) 
Signed-off-by: Wei-Yu Lin <weiyulin@google.com>
Signed-off-by: weiyu <62784299+weiyu0824@users.noreply.github.com>
 2026-01-07 16:07:16 +08:00
Isotr0py f946a8d743 [Chore]: Reorganize model repo operating functions in transformers_utils (#29680) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-28 08:46:51 -08:00
Julien Denizegemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mgoin
 		57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-11-21 13:58:59 -08:00
liangel-02 1d642872a2 [torchao] fix safetensors for sharding (#28169) 
Signed-off-by: Angel Li <liangel@meta.com>
 2025-11-19 16:39:45 -08:00
Jerry Zhang da94c7c0eb Move online quantization to model.load_weights (#26327) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-11-18 16:52:41 -08:00
Wentao Ye 52efc34ebf [Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Utkarsh SharmaUtkarsh SharmaChengji Yao
 		335b28f7d1 [TPU] Rename tpu_commons to tpu_inference (#26279) 
Signed-off-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-10-07 23:30:52 -07:00
liangel-02 b32260ab85 [torchao] safetensors integration (#25969) 
Signed-off-by: Angel Li <liangel@meta.com>
 2025-10-07 20:12:35 -06:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Jerry Zhang c31246800c Support RL online quantization with torchao (#23014) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-10-01 16:39:29 -07:00
Nicolò LucchesiandYe Qi 4cf71cc88a [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-09-22 10:12:57 +00:00
shengshiqi-googleandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 41329a0ff9 [Core] feat: Add --safetensors-load-strategy flag for faster safetensors loading from Lustre (#24469) 
Signed-off-by: Shiqi Sheng <shengshiqi@google.com>
Signed-off-by: shengshiqi-google <160179165+shengshiqi-google@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-10 23:10:01 -07:00
Harry Mellor f36355abfd Move LoadConfig from config/__init__.py to config/load.py (#24566) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-10 06:14:18 -07:00
Yang KaiyongandSimon Mo 43d9ad03ba [Model loader]: support multi-thread model weight loading (#23928) 
Signed-off-by: Yang Kaiyong <yangkaiyong.yky@antgroup.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
 2025-09-08 18:49:39 +00:00
Li Wang 5e537f45b4 [Bugfix] Fix get_quant_config when using modelscope (#24421) 
Signed-off-by: wangli <wangli858794774@gmail.com>
 2025-09-08 11:03:02 +00:00
Didier Durand 02d411fdb2 [Doc]: fix typos in Python comments (#24115) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 21:14:07 -07:00
Chengji YaoandChengji Yao e9d6a3db69 [TPU] make ptxla not imported when using tpu_commons (#23081) 
Signed-off-by: Chengji Yao <chengjiyao@gmail.com>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@gmail.com>
 2025-08-19 11:46:42 +08:00
Ning Xie adaf2c6d4f [Bugfix] fix modelscope snapshot_download serialization (#21536) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-07-24 22:44:38 -07:00
22quinn 610852a423 [Core] Support model loader plugins (#21067) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-07-24 01:49:44 -07:00
Woosuk Kwon 4de7146351 [V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
22quinn 9760fd8f6a [Core] Support inplace model weights loading (#18745) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-02 17:38:50 +08:00
Mengqing CaoandIsotr0py 6ab681bcbe [Misc][ModelScope] Change to use runtime VLLM_USE_MODELSCOPE (#18655) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-05-25 04:51:21 +00:00
Mark McLoughlin c6b636f9fb [V1][Spec Decoding] Use model_loader.get_model() to load models (#18273) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-23 02:05:44 +00:00
Harry Mellor 07ad27121f Update deprecated type hinting in model_loader (#18130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-15 04:00:21 -07:00
Jee Jee Li 822de7fb94 [Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00