 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
|
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
|
073c510c91
|
[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
|
[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
|
[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
|
[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
|
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
|
[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
|
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
|
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
|
[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
|
febea17f6a
|
[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
|
777b01d1a8
|
[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
|
821717118f
|
[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
|
[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
|
[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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zexplorerhj
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d4da0c55af
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[Model][Frontend] Add Ling 3.0 Flash BF16, MTP, and parser support (#51045)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
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2026-08-06 00:38:28 +08:00 |
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66b3c0e61f
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[Kernel][Model] Optimize FA4 mm_prefix range lookup (#50294)
Signed-off-by: Juqi Li <2223621784@qq.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-05 07:33:49 -07:00 |
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397094da17
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Resolve revision to commit_hash once per model load, via huggingface_hub's resolve_revision (#49990)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-05 13:49:56 +00:00 |
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qizixiandClaude Opus 5
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4719a9b8f5
|
[Bugfix][Spec Decode] Fix EAGLE3 DeepSeek draft crash on non-YaRN rope configs (#51092)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-05 14:10:52 +08:00 |
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Wei-Cheng (Wayne) ChiuandOpenAI Codex
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7794b1e08b
|
[Bugfix] Skip Qwen3 deepstack buffers without vision (#49397)
Signed-off-by: WEI CHENG CHIU <waynehacking8@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-05 12:46:23 +08:00 |
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TrainToGPBandClaude
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eb3dce9757
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[Bugfix][Model] Gemma3n/Gemma4: pad variable-length audio batches (#50958)
Signed-off-by: TrainToGPB <kaiba0514@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-05 12:46:00 +08:00 |
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Linkunandlkchen
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7cab4368f2
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[MM][CG] Support ViT full CUDA graph for Kimi-K2.5 (#50929)
Signed-off-by: lkchen <anthropic@lkchen.net>
Co-authored-by: lkchen <anthropic@lkchen.net>
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2026-08-04 17:15:56 +00:00 |
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166f4e2dc3
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fix: fuse weightless RMSNorms at their declared width (#50867)
Signed-off-by: Anuj Bolewar <anujbolewar@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Anuj Bolewar <anujbolewar@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-04 16:03:09 +00:00 |
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Jiangyun Zhuandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f9c74b4b9c
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[Mamba] enable prefix cache by default (#50991)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-04 15:20:51 +00:00 |
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Michał Ganczarenko
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7c40d61eaf
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[Bugfix] Flatten >2D multimodal embeddings, not just 3D (#50250)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
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2026-08-04 13:34:58 +00:00 |
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Andrii SkliarandAndrii Skliar
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5789897aa4
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[Spec Decode] Add top-k DSpark Markov projection (#49969)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-08-04 12:52:53 +00:00 |
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Harry Mellor
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59b2fdfc4e
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Support MLA properly in the Transformers modeling backend (#48250)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-04 13:24:11 +01:00 |
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Lazurite
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6a9fdf0dc7
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[Bugfix] Resolve seq-cls num_labels from the top-level config for multimodal checkpoints (#50950)
Signed-off-by: Lazurite <43494437+Rapisurazurite@users.noreply.github.com>
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2026-08-04 11:39:39 +00:00 |
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Ryan HambyandIsotr0py
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6a9109d865
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[Bugfix] Fix Qwen3-Omni crash on video with no audio track when use_audio_in_video=True (#48420)
Signed-off-by: RyanJHamby <ryanhamby22@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-03 16:22:00 -07:00 |
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Raphaël Rialland
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4a3447d200
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[Bugfix][Model Runner V2] Restore multimodal draft capability detection (#50417)
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
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2026-08-03 14:18:14 -07:00 |
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Taneem IbrahimandWentao Ye
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1c0d207915
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[Bugfix] Default Gemma3 Model intermediate_tensors to None (#50777)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-08-03 15:07:59 -04:00 |
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wangxiyuan
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dd11df04f3
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[Misc] Remove deprecated calculate_kv_scales runtime KV scale calculation (#49389)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-08-03 11:15:13 -04:00 |
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Wentao Ye
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0cf49a5d15
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[Refactor] Remove multiple dead codes (#50285)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-03 10:59:08 -04:00 |
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