Commit Graph
132 Commits
Author SHA1 Message Date
+5 e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-31 05:57:56 +00:00
Harry Mellor 70b84f0bcb Fix Gemma 4 for upcoming Transformers version (#49797)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-10 07:48:26 +00:00
Isotr0py 073c510c91 [Migration] Migrate bitsandbytes support to OOT plugin (#43529)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-08-09 10:27:31 +08:00
ChaunceyandAndreas Karatzas 03a2d03367 [Bugfix] Respect cgroup memory limits on all platforms (#49966)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-28 14:38:20 +08:00
Michael GoinandOpenAI Codex cc25f028b7 [Loader] Improve InstantTensor loading (#46868)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-17 16:30:02 -04:00
Andreas Karatzas 3ad85e0de4 [CI][AMD] Configure MI300 tests for native execution without DinD (#48387)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 02:14:16 +00:00
85c09e9885 fix: correct load_weights track logic and enable weight integrity for… (#41811)
Signed-off-by: Yipeng Hu <i26268@metax-tech.com>
Signed-off-by: HuYiPeng <144002351+MynameFelix@users.noreply.github.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Yipeng Hu <i26268@metax-tech.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-07-10 14:08:20 +00:00
9d808e2309 [Core] Use fastsafetensors ParallelLoader for weight loading (#40183)
Signed-off-by: Git Bisector <gitbisector@gmail.com>
Signed-off-by: gitbisector <gitbisector@gmail.com>
Signed-off-by: git bisector <gitbisector@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-06-15 22:32:05 -07:00
Isotr0py 6635279d8a [Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-06-12 12:02:21 -07:00
Harry Mellor 18d87a87dc Deprecate Transformers v4 support (#45161)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-11 11:04:01 +08:00
Tyler Michael SmithandClaude Opus 4.6 fa8c868a3c [Bugfix] Fix Llama4 weight loading (#45047)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-06-10 13:40:45 -04:00
bnellnm dc68bd8c41 [MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-08 10:42:58 -04:00
Harry Mellorandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 62215e72c6 Remove KV cache scale boilerplate from model weight loading methods (#43167)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-05 05:19:04 -07:00
LucainandClaude Opus 4.6 11dfa3169d Add vLLM library info to Hugging Face Hub requests (#43857)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-29 14:04:58 +00:00
Benjamin Bartels 05eec7120e Fix RunAI streamer tensor buffer reuse during weight loading (#43464)
Signed-off-by: bbartels <benjamin@bartels.dev>
2026-05-27 19:16:52 -07:00
Michael Goin 8efd508204 [Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566) 2026-05-13 16:58:32 -04:00
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
stevenkuangandJee Jee Li d0009ddb0b [Model] Support Hy3 preview (#40681)
Signed-off-by: stevenkuang <stevenkuang@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-04-23 22:08:26 +08:00
Asaf Gardin 19fa90ed0d [Quantization] - Layerwise reloading of Attention/KV quantized models (#38995)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
2026-04-15 18:03:32 -07:00
Artem Perevedentsev bb6047db13 [Model][Perf] Enable checkpoints prefetching for Lustre FS by default (#39422)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-04-10 00:47:59 +00:00
Vasiliy Kuznetsov 7b1a7423be [Frontend] new online quantization frontend (#38138)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
2026-04-03 11:58:39 -04:00
Asaf Gardin 1fc69f59bb [Bug fix][Quantization] Fix dummy weight loading (#38478)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
2026-03-30 16:38:02 -04:00
PikaPikachu 63babd17f1 [Model][Quantization] Add GGUF support for MiniMax-M2.1 (#36965)
Signed-off-by: kangletian <Letian.Kang@amd.com>
2026-03-30 14:24:06 +08:00
Kyle Sayers 648edcf729 [QeRL] Compose online quantization with quantized reloading (#38032)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-27 13:22:33 -07:00
Andreas Karatzas f2d16207c7 [ROCm][CI] Fix flaky GPTQ compile correctness test (#38161)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-26 19:57:00 +08:00
Artem Perevedentsev a93a53f8a1 [Performance] Auto-enable prefetch on NFS with RAM guard (#37673)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-03-24 17:31:14 -07:00
Harry Mellor b3601da6e7 [Mypy] Fix mypy for vllm/model_executor (except vllm/model_executor/layers) (#37904)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-24 17:14:01 +00:00
Artem Perevedentsev f5e59ee7a6 [Performance] Add prefetch for checkpoints to OS page cache (#36012)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-03-16 11:32:02 +00:00
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
Shaun Kotek 90512b2e8b fix: Use iterator as not to store all the file loads in memory at once (#36149)
Signed-off-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
2026-03-08 20:25:21 -07:00
sychen52 d0105b84f0 add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2026-02-26 21:56:24 +00:00
Harry Mellor c4f38696f7 Use Xet high performance mode for Transformers v5 (#35098)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-23 08:19:30 -08:00
Asaf Joseph Gardin 1faa8cb73c [Quantization] - Added uses_meta_device_weights to quant config (#34645)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
2026-02-17 23:43:44 -08:00
Kyle SayersandMichael Goin e9cd691132 [Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-11 23:15:16 -08:00
Balaxxe 8d48d0a9d9 [Bugfix] Sort hf_weights_files in fastsafetensors_weights_iterator to match #33491 (#34190)
Signed-off-by: Balaxxe <136368465+jaim12005@users.noreply.github.com>
2026-02-09 23:06:30 -08:00
Nick HillandCyrus Leung d9bede0314 [BugFix] Fix fastsafetensors TP all procs using all GPUs (#34070)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-02-09 15:15:46 +08:00
emricksini-h 325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
Lumosisandmgoin 42d5d705f9 [Minor] Sort safetensors files to ensure deterministic loading order (#33491)
Signed-off-by: Lihao Ran <imlihao.ran@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-02-05 17:05:09 -05:00
Vasiliy Kuznetsov 0130223bd9 fix memory for online fp8 quantization with streaming weight load (#31914)
Signed-off-by: vasiliy <vasiliy@fb.com>
2026-02-02 14:17:42 -05:00
Eldar Kurtić 44f08af3a7 Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
2026-01-22 13:29:57 -07:00
Yi Liu 50632adc58 Consolidate Intel Quantization Toolkit Integration in vLLM (#31716)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
2026-01-14 07:11:30 +00:00
roikoren755 bf184a6621 Enable quantized attention in NemotronH models (#31898)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-01-07 17:37:19 +00:00
d386ab1412 [Docs] Improve malformed exception caused by backslash line continuations (#31694)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-01-05 17:51:54 -08:00
Michael Goin 100f93d2be Filter safetensors files to download if .safetensors.index.json exists (#30537)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-12-18 14:51:17 +00:00
liangel-02 4b03b50211 update torchao safetensors impl (#30155)
Signed-off-by: Angel Li <liangel@meta.com>
2025-12-09 12:46:35 +08:00
Tsukasa OI 42c1949643 [Bugfix][Quantization] Support BF16 tensors on GGUF (#29948)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
2025-12-03 10:33:46 +00:00
Injae RyouandIsotr0py 794029f012 [Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-25 14:28:53 +00:00
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