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c676e4930b
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[Spec Decode] Fix Qwen3 DSpark d2t requirement for padded-vocab drafts (#55133)
Signed-off-by: Orestis Zambounis <23146389+orestis-z@users.noreply.github.com>
Signed-off-by: Orestis Zambounis <orestis.zambounis@gmail.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: Claude Opus 5 <noreply@anthropic.com>
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2026-09-14 10:07:07 -04:00 |
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linitra24
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9d4d9aa5bc
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[LoRA][Refactor] Unify multimodal LoRA token count hooks (#55071)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-09-14 13:19:15 +00:00 |
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arkohutandHarry Mellor
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6623fe5b4e
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[Bugfix] MiniCPM-V 4.6: fix ViT self-attn qkv weight loading (#49417)
Signed-off-by: arkohut <39525455+arkohut@users.noreply.github.com>
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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2026-09-14 13:18:55 +00:00 |
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Ronald
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e0c04c7b4d
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[Bugfix][Models] Fix OpenPangu sleep mode with static sinks (#53696)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
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2026-09-14 21:05:47 +08:00 |
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Bugen Zhao
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cf1584f373
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[Refactor] Normalize DeepSeek V4.1 model package naming (#56741)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-13 23:17:50 -07:00 |
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YleanandCodex
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a987777755
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[Bugfix][Gemma4] Keep image kwargs out of video preprocessing (#56652)
Signed-off-by: Ylean <61880605+Woolgathererer@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-13 09:07:12 +00:00 |
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Taneem Ibrahim
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a0914ab7d0
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[Nano-Nemotron] Fix Nano-Nemotron precomputed multimodal embeddings (#56398)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-12 09:07:10 -04:00 |
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d43bb2f37f
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[3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-09-12 00:36:47 -04:00 |
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6fe67cbbf3
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[Spec][V2] Support MTP speculative decoding under pipeline parallelism (#46994)
Signed-off-by: Chris Eastwood <chris.eastwood@pwn4g3.dev>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-11 17:55:21 +00:00 |
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Wentao Ye
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5fe77aecfc
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[Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:17:02 -07:00 |
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labAxiaoming
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a5b714eee4
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[Bugfix] Fix Qwen3-VL and Cosmos3-Edge text architectures for CPU and pipeline parallelism (#53699)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-09-11 05:58:15 -07:00 |
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Yuxuan Zhang
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89dbb26445
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[Bugfix] Fix GLM-OCR MTP position masking during CUDA graph capture (#56447)
Signed-off-by: zRzRzRzRzRzRzR <Yuxuan.Zhang2@liverpool.ac.uk>
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2026-09-11 12:31:10 +00:00 |
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e77daef89e
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[Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-11 02:11:19 -07:00 |
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fbf51c7026
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[Bugfix] Fix FlashInfer KV sharing with omitted K/V (#55864)
Signed-off-by: zhicheng Liu <lzc021026@gmail.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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2026-09-10 23:07:52 -07:00 |
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Alexander CrettenandandClaude
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7d8d71e989
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[Bugfix] Qwen3-VL(-MoE): pass architectures to with_hf_config for pipeline parallelism (#43272)
Signed-off-by: Xonder <xonder@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-09-10 14:49:35 +01:00 |
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Taneem Ibrahim
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f9083cb83a
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[Mypy] Fix typing for R/S models (#54157)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-10 09:43:08 -04:00 |
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YoavMironandBenjamin Chislett
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40e6042ec8
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[Feature][Spec Decode] MTP with separate (possibly quantized) lm head for nemotron (#54574)
Signed-off-by: Yoav Miron <yomiron@nvidia.com>
Signed-off-by: YoavMiron <yomiron@nvidia.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2026-09-10 08:26:31 -04:00 |
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6fd08c45e6
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[XPU][Bugfix] Fix FalconH1 pipeline-parallel execution (#55913)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-10 17:47:29 +08:00 |
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fe26c705f7
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[Model] Add Bailing V3 VL support (#55921)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-10 02:46:56 -07:00 |
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Yunzhu LuandIsotr0py
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442d36031c
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[MM][CG] Enable encoder CUDA Graph for MiniCPM-V (#42785)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 06:28:48 +00:00 |
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Colin Z
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588a813a60
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[ROCm] [BugFix] Fix AITER MXFP4 ASM-GEMM crash on unfused shared experts (#55213)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
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2026-09-10 05:23:36 +00:00 |
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22d95d1adc
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[Bugfix] Make mm_device_do_normalize encoder-cudagraph safe (#55370)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 01:43:22 +08:00 |
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83fe99399e
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[Spec Decode] Add NVFP4 DSpark gathered top-k projection (#55713)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 17:33:46 +00:00 |
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Harry MellorandClaude Opus 5
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42d76ee35a
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[Docs] Fix griffe docstring indentation warning in SupportsMRoPE (#56112)
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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2026-09-09 10:11:40 -07:00 |
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Harry MellorandClaude Opus 5
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719284fe15
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[Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
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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2026-09-09 09:23:30 -07:00 |
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Thomas OrtnerandHarry Mellor
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e509d32b5a
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[Transformers backend] Enable QKV-Fuser for Gemma4 (#55690)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Ortner <bohnstinglthomas@gmail.com>
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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2026-09-09 14:46:31 +01:00 |
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abrahamzewoudie
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08b3e67b66
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[ROCm][Perf] Fix Qwen3-vLLM audio encoder TP when heads are not divisible by TP size (#45900)
Signed-off-by: abrahamzewoudie <azewoudi@amd.com>
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2026-09-09 13:28:24 +00:00 |
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Taneem Ibrahim
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5af4cc33ec
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[Bugfix] Fix OpenPangu multimodal embedding merge (#55941)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-08 23:53:59 +00:00 |
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c0d8d5413e
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[Transformers] Generalize merged-column linear fusion (#55301)
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-08 23:49:37 +00:00 |
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Roderick Wuandmgoin
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2c9d68f80b
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[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 12:45:12 -07:00 |
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Mohit SinglaandCodex
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613ab20f7f
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[Model] Enable torch.compile for Sarvam MLA (#55817)
Signed-off-by: mohit-sarvam <mohit@sarvam.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-08 22:01:30 +08:00 |
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414057a3d3
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[Bugfix] Apply attention sinks in the Transformers backend (#52156)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-08 13:54:07 +00:00 |
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472d8c9125
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[Perf] Fuse DeepEncoder relative bias in Triton attention (#55629)
Signed-off-by: levius <2114377220@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-08 13:22:04 +00:00 |
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Subhash Polisetti
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782f36cd0c
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[Bugfix][InternVL] Stop the video parser consuming image_embeds (#55779)
Signed-off-by: subhash polisetti <subhashr161347@gmail.com>
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2026-09-08 05:19:41 +00:00 |
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54da70c1eb
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[Feature] Support EAGLE3 for Sarvam (#53052)
Signed-off-by: mohit-sarvam <mohit@sarvam.ai>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-08 00:08:35 +00:00 |
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70584f69b1
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[Model] Add Cohere Compass model (#54774)
Signed-off-by: am-cohere <312513976+am-cohere@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-07 07:36:49 -07:00 |
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f2d45f26bd
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[Bugfix][Gemma] Conditionally create KV projections/norms on KV-shared layers (#54917)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
Co-authored-by: minyichen <96753147+cyc00518@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-09-07 15:04:00 +01:00 |
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zofiaandKunshang Ji
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ed29dfae6e
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[XPU] Use fused_input_norm kernel in FusedInputNorm (#52945)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-07 13:44:31 +08:00 |
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Jee Jee Li
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199cb9b964
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[Kernel] Remove unused fake implementation (#55535)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-09-06 17:54:32 -07:00 |
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SunandIsotr0py
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a1541f5742
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[Perf] Use SDPA for BLIP-2 Q-Former attention (#55285)
Signed-off-by: levius <2114377220@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-06 07:04:19 +00:00 |
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waizuichougou
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32601ef7a1
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[Perf][Multimodal] Avoid duplicate text embedding in Qwen2.5-Omni (#55415)
Signed-off-by: waizuichougou <2082431897@qq.com>
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2026-09-05 06:39:32 +00:00 |
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d87a440f88
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[Core][MRV2] Support eagle3 spec decode with pipeline parallel (#50514)
Signed-off-by: Yongqin Wang <yongqinwang@roblox.com>
Co-authored-by: Cursor <noreply@cursor.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-05 11:45:34 +08:00 |
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Nick Hill
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8277c42e4c
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[Perf] Ensure async h2d copies are pinned in more places (#55202)
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2026-09-04 17:17:01 -07:00 |
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Misha Goin
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8f269a93bb
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Revert "[CI] Remove deleted nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 and its arch aliases" (#55392)
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2026-09-04 14:45:24 -07:00 |
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3f41d102c5
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[1/2][Model Runner V2] DBO support, eager mode (#50945)
Signed-off-by: specture724 <specture724@gmail.com>
Signed-off-by: Anjie Hou <149605198+specture724@users.noreply.github.com>
Co-authored-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-09-04 14:17:39 -07:00 |
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Taneem IbrahimandHarry Mellor
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784cac7c42
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[Mypy] Fix mypy typing for P models (#54169)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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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2026-09-04 20:47:11 +00:00 |
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Thomas OrtnerandHarry Mellor
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8ad2076c4a
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[Transformers backend] Find attention with a fuser and attach vLLM's layer to it (#54941)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
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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2026-09-04 16:26:01 +00:00 |
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Taneem Ibrahim
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c615b1fd67
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[Mypy] Fix mypy typing for L models (#54177)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-04 07:50:43 -04:00 |
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Luyi Xiaoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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8a728663c1
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[Bugfix] Reject tokenizer-less Qwen VL processor init (#54886)
Signed-off-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-03 21:25:35 -07:00 |
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b7624069ff
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[Fusion] Manual ActivationQuantFusionPass initial application (#51415)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2026-09-03 13:37:31 -04:00 |
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