 Bugen Zhao
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f5a7cce9b6
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[Model] Add Kimi K3 support: Python frontend [2/2] (#50093)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-07-29 01:06:01 -07:00 |
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nvbfalk
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60915c972c
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[Feature] Add VidCom2 video token pruning (#47750)
Signed-off-by: Benedikt Falk <bfalk@nvidia.com>
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2026-07-28 03:20:17 +00:00 |
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Guan-Ming Chiu
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8d28b48d01
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[Perf] Isolate MM preprocessing on its own executor (#49524)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-26 08:04:17 +00:00 |
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Taneem Ibrahim
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dbd80cc031
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[UX] DCP Topology Validation (#49777)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-07-25 16:53:57 -04:00 |
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Tri VoandCyrus Leung
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fe5145765f
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[Core] Keep attention backends eligible for text-only serving of prefix-LM models (#48796)
Signed-off-by: qtris123 <voquangtri2021@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-07-25 03:06:14 -07:00 |
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Harry Mellor
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84d26b9ee3
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[Model] Remove Plamo2 (#49729)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-24 13:54:24 -07:00 |
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Andreas Karatzas
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7e51939e25
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[CI] Avoid unnecessary Hugging Face metadata requests (#49508)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-07-24 12:33:53 -07:00 |
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866fea2b99
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[Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-07-24 09:39:49 -07:00 |
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Michael GoinandNick Hill
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ac36a7a1e7
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[MRV2][Spec Decode] Avoid rejection sampler OOM by chunking (#48630)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-23 18:13:13 +08:00 |
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41ea2dd44a
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[Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
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2026-07-17 21:58:59 +01:00 |
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6570c9800c
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[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-15 23:40:07 -07:00 |
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Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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9182e86971
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Log fully resolved pooling config at startup (#48030)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-14 22:00:46 +00:00 |
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107a03ba63
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[Core] Support fp32 lm_head for generation models via head_dtype (RFC #48305 §3.6) (#48390)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-07-13 16:43:34 +08:00 |
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Yan XuandJingyi Yang
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95ed0feaa5
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DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
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2026-07-09 21:34:45 -07:00 |
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Jee Jee Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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32ab064621
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[UX] Add model_class_overrides for development and debugging (#47148)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-07 11:43:08 +08:00 |
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Jinzhen Linandmgoin
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d891b9bd51
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[Quantization] add humming moe backend to all dense/moe oracles (#41652)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-06 13:36:07 -07:00 |
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Isotr0pyandNick Hill
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cc1d020d01
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[MRV2] Enable mm prefix bidi attention support on MRV2 (#46942)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-05 14:45:29 +00:00 |
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Nils Matteson
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93d8f834dd
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[Core] Pluggable sleep-mode backend abstraction (RFC #34303) (#44074)
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2026-06-30 22:00:53 -07:00 |
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hclandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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af1ee8c475
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fix(config): reject negative max_logprobs (except -1) and long_prefill_token_threshold (#44070)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-30 04:02:36 +00:00 |
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c6741b2ad4
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[Model] Support Unlimited OCR (#46564)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-06-27 23:09:18 -07:00 |
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Brandon PelfreyandRoger Wang
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af16446bf3
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Vram semaphore infra (#44465)
Signed-off-by: Brandon Pelfrey <bpelfrey@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-06-26 17:32:51 -07:00 |
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Tiezhen WANG
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c7645bce04
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Remove grok model arch from vllm (#46706)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
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2026-06-25 23:02:10 -07:00 |
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Ting SUNandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f1a6703edd
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[Bugfix][Config] Keep pydantic validation for fields with a TYPE_CHECKING Literal alias (#46220)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 12:25:50 +00:00 |
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8d4f54966c
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fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Signed-off-by: AlexHuang <jihuihuang@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-18 20:12:28 +08:00 |
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Isotr0py
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6635279d8a
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[Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-12 12:02:21 -07:00 |
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eb28452b10
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[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
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2026-06-11 22:17:35 -07:00 |
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Harry Mellor
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3cc9fecd58
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Deprecated 1st generation Qwen and QwenVL models (#45131)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-10 14:55:33 +00:00 |
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Yan Ma
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3bb46975bd
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[XPU][Feature] transparent sleep mode support for XPU platform (#37149)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-06-07 10:45:31 +08:00 |
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7fe7800fa4
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[BUG] Fix FP64 Gumbel precision coverage (#43150)
Signed-off-by: tianyu-z <zhangtianyupro@gmail.com>
Signed-off-by: Tianyu Zhang <53099276+tianyu-z@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-06-05 19:04:14 +08:00 |
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wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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02a01496fc
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[Platform] Add is_cumem_allocator_available (#43838)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-03 10:54:50 +08:00 |
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Li, Jiang
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20d69d100a
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[CPU] Migrate cpu_awq into awq_marlin (#43841)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-05-28 22:36:31 +08:00 |
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Harry Mellor
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2c2c966669
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Validate against some config fields being set to 0 (#43794)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-05-27 21:14:49 +00:00 |
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Injae Ryou
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165460941f
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[BugFix] HFValidationError with cloud storage URIs when HF_HUB_OFFLINE=1 (#39155)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
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2026-05-27 10:53:32 -05:00 |
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Nick Hill
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0f66623b0d
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[Frontend] Rework fastokens integration (#43168)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-21 15:36:58 -07:00 |
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1c78f76c29
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[Bugfix] Add early validation to reject incompatible runner types for embedding models (#43079)
Signed-off-by: anish <anishesg@users.noreply.github.com>
Signed-off-by: Your Name <ak8686@princeton.edu>
Signed-off-by: anish <145943060+anishesg@users.noreply.github.com>
Co-authored-by: anish <anishesg@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-21 11:07:46 -04:00 |
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Daoyuan Li
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a6682d1d25
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[Bugfix] Warn when renderer_num_workers has no effect on offline LLM (#42905)
Signed-off-by: Daoyuan Li <94409450+DaoyuanLi2816@users.noreply.github.com>
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2026-05-20 21:35:08 -07:00 |
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Kebe
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19cf334207
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[Feature] Support manually enabling the cumem allocator (#33648)
Signed-off-by: Kebe <mail@kebe7jun.com>
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2026-05-20 08:58:30 -04:00 |
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Harry Mellor
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b12745e4f3
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Fix --convert passed without --runner on causal models (#42935)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-05-18 15:56:09 +00:00 |
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PatchyTISandPatchouliTaisa
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0162596603
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[Model Runner V2] FP32 gumbel sampling. (#41775)
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
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2026-05-15 09:20:08 -07:00 |
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fa2a33b893
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[Quant] Consolidate GPTQ: rename gptq_marlin.py to auto_gptq.py (#38288)
Signed-off-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-05-15 08:25:52 +08:00 |
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Michael Goin
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8efd508204
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[Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566)
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2026-05-13 16:58:32 -04:00 |
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Thomas ParnellandClaude Opus 4.6
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8f89381fc6
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[Hybrid] Warmup Mamba2 SSD kernel (#39822)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-05-12 12:46:22 +00:00 |
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AlonKejzmanandRoger Wang
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2a16ece2d3
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tokenizer: Add fastokens support (#41741)
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-05-07 22:49:42 +08:00 |
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c245d35ff4
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[Model] Add MiMo-V2.5 support (#40967)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <zhujiangyun@inferact.ai>
Co-authored-by: yasong <yasong.wang@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-27 13:26:51 +00:00 |
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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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+7
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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Jinzhen Lin
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9f771b3ab9
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[Quantization] add humming quantization kernel (#34556)
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2026-04-24 09:29:44 -04:00 |
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Isotr0py
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da1e7311ca
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[Misc] use model arch converter for bidi models identification (#40701)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-23 13:42:52 +00:00 |
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Yongye Zhu
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739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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Robert ShawandRobert Shaw
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968ed02ace
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[Quantization][Deprecation] Remove Petit NVFP4 (#32694)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-04-05 00:07:45 +00:00 |
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