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189bbfb9f4
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Add MoNe experts pruning support (#50415)
Signed-off-by: Ilya Boytsov <ieboytsov@nebius.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Ilya Boytsov <ieboytsov@nebius.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 23:18:43 +00:00 |
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Harry MellorandClaude Opus 5.5
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21d9758459
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Remove Python 3.10 support now that it is EOL (#60402)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-08 02:30:52 -07:00 |
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f8d92cae41
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[Quantization] Layer re-quantization for linear layers through online quantization API (MXFP8 -> FP8 PTPC showcase) (#55684)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-06 11:38:18 -05:00 |
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siyuandIsotr0py
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c723a831a8
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[Fast Start] Cache the MTP draft model in a separate daemon group (#57312)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-22 03:13:38 +00:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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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>
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2026-09-16 16:44:29 +00:00 |
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aoshen02
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eb61707851
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[Bugfix] Fix stale HPC QK-norm weights after weight refit (#56706)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
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2026-09-14 21:34:41 -07:00 |
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Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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3116c5d06b
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[Qwen4Exp] Support UVA PLE-offload and Engram tensor parallelism (#54371)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 07:32:34 -07:00 |
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a69e75b9b6
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Fast Start (#54921)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: liusy58 <liusy58@smail.nju.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-04 06:32:06 -07:00 |
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Nick Hill
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6c18a54648
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[Perf] Avoid h2d copies from non-pinned CPU tensors (#54299)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-29 12:06:30 +08:00 |
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Harry Mellor
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1fe3a1571a
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Reduce AutoWeightsLoader kwargs (#53106)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 15:40:11 +00:00 |
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Harry Mellor
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f0c14b4f77
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Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 10:31:55 +00:00 |
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aoshen02andRoger Wang
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99e62b802c
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[Bugfix][Model Loader] Defer post-load attention weight processing (#49519)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-08-10 19:16:57 -07:00 |
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Isotr0py
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073c510c91
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[Migration] Migrate bitsandbytes support to OOT plugin (#43529)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-09 10:27:31 +08:00 |
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Ning Xie
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03c782eb91
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[model registry] some simple typos (#50673)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2026-08-01 15:37:29 +00:00 |
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12a34a6bc7
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[ROCm][DSV4] B-preshuffle the attention fp8 projections (#46720)
Signed-off-by: Mehmet Cagri Kaymak <mehmet.kaymak@amd.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 13:59:52 -05:00 |
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+13
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aeeb36b1f1
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[New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-07-30 03:49:58 -07:00 |
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d96aee0951
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[Bugfix] Re-sync parameter tp_rank after process_weights_after_loading (fix replicated / disable_tp weight reload) (#48025)
Signed-off-by: Alex Xu <alexxu@roblox.com>
Co-authored-by: YQ-Wang <yiqingwang@roblox.com>
Co-authored-by: alexhxu <alex.xu1015@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-07-18 08:40:06 +00:00 |
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8cf7c4d8ad
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[Attention Backend] add HPC-Ops Attention backend (#46020)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-30 18:17:43 +08:00 |
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Harry Mellor
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5051698e41
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Remove unnecessary load_weights methods (#44589)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-29 01:52:23 -07:00 |
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Michael GoinandClaude
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5edf7ff489
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[Core] Release cached device memory under pressure on UMA GPUs during weight loading (#45179)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-11 17:49:50 +03:00 |
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Zhanda ZhuandYubo Gao
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5d5c776444
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[Perf] FP8 FlashInfer Attn for ViT (#38065)
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
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2026-04-27 13:44:15 +08:00 |
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Tihomir Elek
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8d825b87d6
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[Bug] Fix TypeError when hf_config.architectures is None during model loading (#38849)
Signed-off-by: Tihomir Elek <tiho.elek@gmail.com>
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2026-04-13 12:13:21 +01:00 |
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Harry Mellor
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b3601da6e7
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[Mypy] Fix mypy for vllm/model_executor (except vllm/model_executor/layers) (#37904)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-24 17:14:01 +00:00 |
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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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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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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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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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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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dengyunyang
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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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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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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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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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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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Jonathan Chen
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ca76486a16
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[Chore] Separate out vllm.utils.platform_utils.py (#27374)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
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2025-10-23 19:08:06 +00:00 |
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Isotr0py
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6ac5e06f7c
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[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>
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2025-10-18 09:48:22 -07:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Isotr0py
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d1ddf340c8
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[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 10:52:27 +00:00 |
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Naveenraj KamalakannanandLuka Govedič
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e614ab7806
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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>
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2025-10-08 17:11:11 -07:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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Jerry Zhang
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c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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Cyrus Leung
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89fa54e6f7
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[Optimization] Use a cheaper cache key in get_model_architecture (#25682)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-25 17:54:20 -04:00 |
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Cyrus Leung
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c60e6137f0
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[Optimization] Avoid repeated model architecture conversion for pooling models (#25261)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-20 13:30:22 +08:00 |
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Harry Mellor
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aed16879a9
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Move ModelConfig from config/__init__.py to config/model.py (#25252)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-19 16:22:33 +00:00 |
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Maximilien de Bayser
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e090b7b45b
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Enable conversion of multimodal models to pooling tasks (#24451)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
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2025-09-12 03:30:41 +00:00 |
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Jee Jee Li
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8d7f39b48c
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[Model] Remove quantized mixtral (#24437)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-08 11:02:14 -07:00 |
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Cyrus LeungandHarry Mellor
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86ae693f20
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[Deprecation][2/N] Replace --task with --runner and --convert (#21470)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-07-27 19:42:40 -07:00 |
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Harry Mellor
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13abd0eaf9
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[Model] Officially support Emu3 with Transformers backend (#21319)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-07-24 03:22:12 -07:00 |
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youkaichao
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2f5c14de6a
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add clear messages for deprecated models (#21424)
Signed-off-by: youkaichao <youkaichao@gmail.com>
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2025-07-23 00:03:16 -07:00 |
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