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289 Commits

Author SHA1 Message Date
Yeshwanth N
71b1c8b667 [Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
Wentao Ye
52efc34ebf [Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
Jonathan Chen
ca76486a16 [Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Isotr0py
6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Cyrus Leung
4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
wangxiyuan
8f4b313c37 [Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
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
Harry Mellor
7c12763b24 Fix some typing issues found by mypy==1.18.2 (#26596) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-10 18:21:25 +00:00
Isotr0py
d1ddf340c8 [V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-09 10:52:27 +00:00
Luciano Martins
1317028aa8 [Model] Gemma3: Fix GGUF loading and quantization (#26189) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-09 07:00:53 +00:00
Naveenraj Kamalakannan
e614ab7806 Separate MLAAttention class from Attention (#25103) 
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-08 17:11:11 -07:00
Utkarsh Sharma
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
ahao-anyscale
4dbdf4a294 [BUG] Fix file parsing for load_format runai_streamer_sharded (#26324) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-10-07 11:23:07 +08:00
Harry Mellor
6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor
4e256cadc2 Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
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
Pavani Majety
a26917332f [Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-10-03 19:35:06 +00:00
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
Cyrus Leung
d346ec695e [CI/Build] Consolidate model loader tests and requirements (#25765) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-26 21:45:20 -07:00
Cyrus Leung
89fa54e6f7 [Optimization] Use a cheaper cache key in get_model_architecture (#25682) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 17:54:20 -04:00
Harry Mellor
8c853050e7 [Docs] Enable fail_on_warning for the docs build in CI (#25580) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 19:30:33 +00:00
Nicolò Lucchesi
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
Woosuk Kwon
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Manoel Marques
bf8b26cad1 Generate _ModelInfo properties file when loading to improve loading speed (#23558) 
Signed-off-by: Manoel Marques <manoel.marques@ibm.com>
Signed-off-by: Manoel Marques <manoelmrqs@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-20 11:51:13 +00:00
Cyrus Leung
c60e6137f0 [Optimization] Avoid repeated model architecture conversion for pooling models (#25261) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 13:30:22 +08:00
Harry Mellor
aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Hyogeun Oh (오효근)
41f17bf290 [Docs] Fix warnings in mkdocs build (continued) (#24740) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-09-12 06:43:15 -07:00
Jee Jee Li
60a0951924 [Bugfix] Fix BNB name match (#24735) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-12 11:12:01 +00:00
Maximilien de Bayser
e090b7b45b Enable conversion of multimodal models to pooling tasks (#24451) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-09-12 03:30:41 +00:00
Harry Mellor
d6249d0699 Fix typing for safetensors_load_strategy (#24641) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 10:41:39 +00:00
shengshiqi-google
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
pwschuurman
4377b1ae3b [Bugfix] Update Run:AI Model Streamer Loading Integration (#23845) 
Signed-off-by: Omer Dayan (SW-GPU) <omer@run.ai>
Signed-off-by: Peter Schuurman <psch@google.com>
Co-authored-by: Omer Dayan (SW-GPU) <omer@run.ai>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-09 21:37:17 -07:00
Yang Kaiyong
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
Jee Jee Li
8d7f39b48c [Model] Remove quantized mixtral (#24437) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-08 11:02:14 -07:00
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
Woosuk Kwon
4172235ab7 [V0 deprecation] Deprecate V0 Neuron backend (#21159) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-06 16:15:18 -07:00
Isotr0py
53b19ccdd5 [Core] Allow disabling TP sharding for parallel Linear layer (#23024) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-05 22:53:58 -07:00
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
Woosuk Kwon
5685370271 [Chore][V0 Deprecation] Move LogProb to a separate file (#24055) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-01 12:07:53 -07:00
Harry Mellor
5674a40366 [Misc] Make download_weights_from_hf more reliable (#23863) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-29 12:37:24 -07:00
Isotr0py
4645024d3a [Quantization] Allow GGUF quantization to skip unquantized layer (#23188) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-22 13:04:22 -06:00
杨朱 · Kiki
695e7adcd2 [misc] Remove outdate comment about runai_model_streamer (#23421) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
 2025-08-22 13:08:53 +00:00
Cyrus Leung
0c31e28e95 [Bugfix] Fix extra whitespace in strings caused by newline (#23272) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 22:03:00 -07:00
Chengji 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
Gh0u1L5
b159c0a67a Fix GGUF loader for Qwen3 MoE. (#22785) 
Signed-off-by: Gh0u1L5 <Gh0u1L5@outlook.com>
 2025-08-13 06:08:23 -07:00
Andy Chen
9b94d6ec8f Enable 4bit bnb prequant MOE (#21548) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-11 19:02:14 -07:00
Zhiyu
d57dc2364e Add ModelOpt Qwen3 nvfp4 support (#20101) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
 2025-08-07 19:18:19 -07:00
Syed Muhammad Bin Asif
609b533cb6 [Bugfix] Add proper comparison for package versions (#22314) 
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
 2025-08-06 20:31:03 -07:00