 Nick HillandClaude Opus 4.8
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615d4cfade
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[Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-08-14 17:42:05 -07:00 |
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Nick Hill
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3e3ceb1961
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[Perf] Avoid more GPU<->CPU syncs in multimodal encoders (#52369)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-14 10:40:14 -07:00 |
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6adad08767
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Add Muse Glimmer model support (#51655)
Signed-off-by: Tiezhen Wang <tiezhen@inferact.ai>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Beto de Paola <betodepaola@meta.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zixi-qi <zixi@inferact.ai>
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2026-08-14 12:28:56 +08:00 |
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c05d75aaa9
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[Bugfix][Refactor] Keep Qwen3Next layer boundaries sequence parallel (#50685)
Signed-off-by: kunzh <RimeK20@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-08-14 11:58:32 +08:00 |
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Harry Mellor
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b245d8e73f
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Apply logit softcapping in Transformers modelling backend (#52173)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-13 16:21:55 +00:00 |
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Qiming Zhang
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96acd473a7
|
[Bugfix][MiniCPM-V] Fix AssertionError in get_dummy_mm_data when passing VideoDummyOptions to _get_dummy_images (#52122)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
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2026-08-13 15:44:03 +00:00 |
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Harry MellorandClaude Opus 5
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80d6d557f3
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Standardise weight tying on ParallelLMHead.tie_weights (#52147)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-13 15:10:09 +00:00 |
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95c9144424
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[LoRA][Gemma4] Support vision tower LoRA (#42662)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <joy25810@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <joy25810@gmail.com>
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2026-08-13 22:07:43 +08:00 |
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zexplorerhj
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8e1131e1d1
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[Model] [Quantization] Add Ling hybrid MXFP4 routed experts support (#52114)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
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2026-08-13 21:46:53 +08:00 |
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Juan Pérez de Algaba
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37c3bdf5a7
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fix(security): enforce audio decode duration limit in NanoNemotronVL (#50221)
Signed-off-by: jperezde <jperezde@redhat.com>
|
2026-08-13 03:31:55 -07:00 |
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Thomas Ortner
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b8baa31a28
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Hardware-agnostic model definition via HF transformer backend (1/N) (#49458)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
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2026-08-13 11:21:50 +01:00 |
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Li, Jiang
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373592ef57
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[CPU] Ship triton-cpu wheel and fix several hardcoded pin_memory=True (#52092)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-08-13 14:40:53 +08:00 |
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kiroxuandCodex
|
89c8401c8a
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[Model] Skip unused Jina V5 output layers (#52037)
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-08-13 06:14:37 +00:00 |
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b908a21f9a
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[Model][LoRA] Add tower/connector LoRA support for Ultravox (#48215)
Signed-off-by: arthurgao2003 <arthurgao2003@gmail.com>
Signed-off-by: Arthur Gao <arthurgao2003@gmail.com>
Signed-off-by: 高杨懿 <15312196+gao-yangyi@user.noreply.gitee.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: 高杨懿 <15312196+gao-yangyi@user.noreply.gitee.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-12 22:57:59 -07:00 |
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Wentao Ye
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9a276d6375
|
[Mypy Fix] Mypy fix for "vllm/model_executor/models/[cC][dD]" (#52003)
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2026-08-13 11:33:55 +08:00 |
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7f7a32cfec
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[Spec Decode] DSpark confidence-scheduled verification (#47808)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-12 12:27:48 -07:00 |
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9035151d6c
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[Model] Add native Dots3 NOTE multimodal support (#51255)
Signed-off-by: KurodaKanbei <mistergalahad@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-12 23:13:20 +08:00 |
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Max HuandNick Hill
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b1b752042f
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Avoid long-blocking H2D copies in ViT (#51841)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-12 22:54:04 +08:00 |
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Nick Hill
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f97e502969
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[Perf] Avoid more GPU<->CPU syncs on the model execution path (#51738)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-11 19:30:34 -07:00 |
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Andreas Karatzasandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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36f4630d89
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[Bugfix][MoE] Fix fused block-scale orientation (#50727)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-11 16:05:38 -04:00 |
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Wentao Ye
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fd04edef3e
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[Refactor] Delete dead code in models (#51838)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-11 15:44:26 -04:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
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[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 14:19:16 -04:00 |
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Harry Mellor
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c65aa2ee6c
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Bump Transformers version to 5.15.0 (#51668)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-11 09:00:51 -07:00 |
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liushujia122
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d8f840071e
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[Model] Enable tower and connector LoRA for Keye (#51780)
Signed-off-by: shujialiu <liushujia0122@163.com>
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2026-08-11 10:35:59 +00:00 |
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Harry Mellor
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be2e274ef5
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Fix docs on main (#51773)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 23:52:04 -07:00 |
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Khushali Desaiandwang.yuqi
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dc5101fb1b
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replace batch_norm to numerically identical without cudnn (#51734)
Signed-off-by: khushali9 <khushali.desai9@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-08-11 12:43:20 +08:00 |
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Clinton ThomasandLucas Bourtoule
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90fd4a333f
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Preserve revision pins in secondary artifact loaders (#51446)
Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com>
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
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2026-08-11 04:33:10 +00:00 |
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Qiuyang Yue
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b2506d62ae
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[MM][CG][BugFix] Fix Ernie-4.5-VL encoder CG postprocess for multi-path outputs (#51461)
Signed-off-by: qyYue1389 <yueqiuyang1389@gmail.com>
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2026-08-11 00:39:04 +00:00 |
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Almog Tavor
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c3cac8c63d
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[Bugfix][MiMo] Apply vision attention sinks in the window attention path (#49815)
Signed-off-by: almogtavor <almogtavor@gmail.com>
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2026-08-10 22:36:42 +00:00 |
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Harry Mellor
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cf8f3a3bb2
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[2/N] Harden Transformers modelling backend multi-modal path (#51657)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 12:57:12 +00:00 |
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Harry Mellor
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70b84f0bcb
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Fix Gemma 4 for upcoming Transformers version (#49797)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 07:48:26 +00:00 |
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ba1cdcfcf0
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[Model][Quantization] Add Ling-3.0-flash-fp8 support (#51265)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-09 23:09:08 -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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Nick Hill
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9b0afeb4f6
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[Perf] Avoid some more unnecessary GPU<->CPU syncs (#51458)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-08 17:13:26 -07:00 |
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ylsunandClaude Opus 5
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0fe9a916e8
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[Bugfix] Fix LFM2 ShortConv prefix breaking quant ignore list (#51495)
Signed-off-by: ylsun <1654366371@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-08 11:27:13 +00:00 |
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Tianyu Guo
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653ebb52df
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Add torch compile for qwen3_vl encoder (#40116)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
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2026-08-08 08:23:18 +00:00 |
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Andreas Karatzas
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6e18901195
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[Bugfix][MM] Avoid device sync in FusedInputNorm initialization (#51435)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-08-08 13:32:23 +08:00 |
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Linkun
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7f58e8294a
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[Kimi][MM] disable kimi_vit's dynamic torch.compile for TPU (#51196)
Signed-off-by: Linkun Chen <github@lkchen.net>
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2026-08-08 00:42:51 +00:00 |
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Harry Mellor
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45273b8dcb
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[1/N] Harden Transformers modelling backend multi-modal path (#51408)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-07 17:30:43 +00:00 |
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haic0
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f2bfad9167
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[Model] Enable Qwen3.8 for AMD Rocm (#50068)
Signed-off-by: haic0 <haic0@users.noreply.github.com>
Signed-off-by: haic0 <haichzha@amd.com>
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2026-08-07 21:19:07 +08:00 |
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Julien Debache
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ae934ba8a5
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feat: extended EPLB support for Mistral Large 3 and additional MoE backends (#48355)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-08-07 05:32:52 -07:00 |
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Wentao Ye
|
adc3e03517
|
[Mypy Fix] Mypy fix for "vllm/model_executor/models/[aA][bB]" (#48977)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-06 19:30:15 +00:00 |
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Harry Mellor
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e7b8d59460
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Fully generalise input embedding handling in Transformers modelling backend (#51247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-06 16:21:24 +00:00 |
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Lyu Han
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22013f74ff
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Interns2mobius support (#51149)
Signed-off-by: Lyu Han <lvhan_028@163.com>
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2026-08-06 10:39:35 +00:00 |
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wang.yuqiandCyrus Leung
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2fa490470d
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[Model] Fused mm preprocess normalisation on the Device (#50411)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-08-06 03:11:14 -07:00 |
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zofiaandopencode
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febea17f6a
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[Model] Fix weight prefix mapping for native Qwen3.5 text-only checkp… (#50355)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: opencode <opencode@anomaly.co>
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2026-08-06 07:40:44 +00:00 |
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Qiuyang Yue
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777b01d1a8
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[MM][CG] Support ViT full CUDA graph for Ernie-4.5-VL image inference (#45254)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
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2026-08-06 05:04:19 +00:00 |
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Li JuqiandCyrus Leung
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821717118f
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[BugFix][Pooling] Skip weight-prefix probe when model has WeightsMapper (#50890)
Signed-off-by: Juqi Li <2223621784@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-08-05 21:12:33 -07:00 |
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Yunzhu LuandCyrus Leung
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f84df12c6a
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[Bugfix][MM] Fix MiniCPM-V placeholder replacement and image processor loading on Transformers v5 (#48413)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Yunzhu Lu <lucia.yunzhu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-08-05 21:12:00 -07:00 |
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Tianyu Guo
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b30291cf0c
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[EPD] Remove duplicate image preprocessing in EPD and enable preprocess on GPU (#50390)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
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2026-08-05 15:59:54 -07:00 |
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