 sychen52
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d0105b84f0
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add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-02-26 21:56:24 +00:00 |
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Lucas Wilkinson
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15d76f74e2
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Revert "[Misc] Enable weights loading tracking for quantized models" (#35309)
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2026-02-25 09:20:15 -08:00 |
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Isotr0py
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4572a06afe
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[Misc] Enable weights loading tracking for quantized models (#35074)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-24 22:11:03 -08:00 |
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Harry Mellor
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c4f38696f7
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Use Xet high performance mode for Transformers v5 (#35098)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-02-23 08:19:30 -08:00 |
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Asaf Joseph Gardin
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1faa8cb73c
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[Quantization] - Added uses_meta_device_weights to quant config (#34645)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-02-17 23:43:44 -08:00 |
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Wei ZhaoandMichael Goin
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59d53066d8
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[Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-13 08:11:26 -08:00 |
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Isotr0py
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becbe24808
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[Bugfix] Remove broken raw url GGUF model loading support (#34433)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-12 09:40:01 -08:00 |
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Kyle SayersandMichael Goin
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e9cd691132
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[Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 23:15:16 -08:00 |
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Zhengkai Zhangandzzhengkai
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6f2f59f2b3
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[Misc][Spec Decode] support different load config for draft model (#34022)
Signed-off-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
Co-authored-by: zzhengkai <zzhengkai@devgpu049.ldc1.facebook.com>
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2026-02-10 14:52:43 -08:00 |
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Balaxxe
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8d48d0a9d9
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[Bugfix] Sort hf_weights_files in fastsafetensors_weights_iterator to match #33491 (#34190)
Signed-off-by: Balaxxe <136368465+jaim12005@users.noreply.github.com>
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2026-02-09 23:06:30 -08:00 |
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Nick HillandCyrus Leung
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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>
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2026-02-09 15:15:46 +08:00 |
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emricksini-h
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325ab6b0a8
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[Feature] OTEL tracing during loading (#31162)
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2026-02-05 16:59:28 -08:00 |
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Lumosisandmgoin
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42d5d705f9
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[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>
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2026-02-05 17:05:09 -05:00 |
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Aaron HaoandSumanthRH
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c1858b7ec8
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[Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>
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2026-02-05 12:13:23 -05:00 |
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Vasiliy Kuznetsov
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0130223bd9
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fix memory for online fp8 quantization with streaming weight load (#31914)
Signed-off-by: vasiliy <vasiliy@fb.com>
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2026-02-02 14:17:42 -05:00 |
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Vasiliy KuznetsovandMichael Goin
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3f96fcf646
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fix QERL attention import path (#33432)
Signed-off-by: vasiliy <vasiliy@fb.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-01-30 09:29:09 -08:00 |
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Kyle Sayers
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f857a03f6b
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[QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-01-30 08:50:05 -07:00 |
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杨朱 · KikiandClaude Opus 4.5
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1a7894dbdf
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[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-30 01:56:59 -08:00 |
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Matthew Bonanni
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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Eldar Kurtić
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44f08af3a7
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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>
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2026-01-22 13:29:57 -07:00 |
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Cyrus Leung
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2b8a38b6d6
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[Model] Extend collect_children and no_init_weights contexts (#32757)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-22 08:20:27 +00:00 |
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Cyrus Leung
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4753f3bf69
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[Model] Use context managers for encoder- and LM-only mode (#32605)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-20 11:43:38 +08:00 |
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Tomas Ruiz
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4a5299c93f
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feat: spec decode with draft models (#24322)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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2026-01-19 16:05:46 -05:00 |
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tjp_zjuandWentao Ye
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2f03035a61
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"refactor: refactor_repeated_interfaces" (#32486)
Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-18 22:07:01 +08:00 |
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Yi Liu
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50632adc58
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Consolidate Intel Quantization Toolkit Integration in vLLM (#31716)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
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2026-01-14 07:11:30 +00:00 |
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maangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
a34abc49b7
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[FixBug] Improve exception string in tensorizer.py (#31680)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-01-11 05:01:53 -08:00 |
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Russell Bryant
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1963245ed1
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[Core] Use weights_only=True with torch.load (#32045)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
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2026-01-10 00:28:57 +00:00 |
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Michael Goin
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d5ec6c056f
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[UX] Add vLLM model inspection view (#29450)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-01-09 10:12:35 -07:00 |
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04a49669d1
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RayLLM Bugfix - Preserve obj store URL for multi engine_config creation (#30803)
Signed-off-by: Omer Dayan <omdayan@nvidia.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-08 10:00:25 +00:00 |
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roikoren755
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bf184a6621
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Enable quantized attention in NemotronH models (#31898)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-01-07 17:37:19 +00:00 |
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weiyu
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e7596371a4
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[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>
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2026-01-07 16:07:16 +08:00 |
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d386ab1412
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[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>
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2026-01-05 17:51:54 -08:00 |
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Cyrus Leung
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aa3868ecfe
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[Chore] Remove unused noqas (#31263)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-24 05:38:46 -08:00 |
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dengyunyang
|
8f8f469b1b
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[BugFix] skip language model in Encoder (#30242)
Signed-off-by: dengyunyang <584797741@qq.com>
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2025-12-22 05:25:59 -08:00 |
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Michael Goin
|
100f93d2be
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Filter safetensors files to download if .safetensors.index.json exists (#30537)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-12-18 14:51:17 +00:00 |
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Tsukasa OIandIsotr0py
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58d5b3f514
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[Model][Quantization] Restore MoE + GGUF models support (incl. Qwen3 MoE) by allowing Sideload Parameters (#30116)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-09 05:30:05 +00:00 |
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liangel-02
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4b03b50211
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update torchao safetensors impl (#30155)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-12-09 12:46:35 +08:00 |
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wang.yuqi
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9e77ffca3f
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[Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract hidden states prefer using new multi-vector retrieval API (#26686)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2025-12-08 08:10:09 +00:00 |
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Tsukasa OI
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42c1949643
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[Bugfix][Quantization] Support BF16 tensors on GGUF (#29948)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
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2025-12-03 10:33:46 +00:00 |
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Isotr0py
|
f946a8d743
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[Chore]: Reorganize model repo operating functions in transformers_utils (#29680)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-28 08:46:51 -08:00 |
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Matthew Bonanni
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430dd4d9eb
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[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 10:53:15 -07:00 |
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Injae RyouandIsotr0py
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794029f012
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[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>
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2025-11-25 14:28:53 +00:00 |
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Cyrus Leung
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ae66818379
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[Misc] Fix pre-commit (#29238)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-22 06:48:01 -08:00 |
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6965a392a4
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Fix: Resolve circular import in model_loader/utils.py (#29189)
Signed-off-by: nandan2003 <nandan.vallamdasu@outlook.com>
Signed-off-by: Nandan Vallamdasu <nandan.vallamdasu@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-22 04:58:22 -08:00 |
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57430fc95c
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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>
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2025-11-21 13:58:59 -08:00 |
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Ning Xie
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53a1ba6ec5
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[log] add weights loading time log to sharded_state loader (#28628)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-11-21 21:06:09 +00:00 |
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liangel-02
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1d642872a2
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[torchao] fix safetensors for sharding (#28169)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-11-19 16:39:45 -08:00 |
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Jerry Zhang
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da94c7c0eb
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Move online quantization to model.load_weights (#26327)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-11-18 16:52:41 -08:00 |
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c2612371ad
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[Model] Add Gemma3 GGUF multimodal support (#27772)
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>
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2025-11-18 08:56:29 -08:00 |
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Harry Mellor
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51c599f0ec
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Skip models that cannot currently init on Transformers v5 (#28471)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 23:43:57 +00:00 |
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