 vllmellm
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211e252d0b
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[Bugfix][Model] Fix MiMo-V2.5 fused fp8 qkv_proj sharding (pre-shard count is num_key_value_heads; MTP path too) (#57508)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-09-19 06:05:00 -07:00 |
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Jiang WuandJiang Wu
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01c7bf8813
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[Bugfix][Model] Fix Aria expert weight names and layout (#57487)
Signed-off-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
Co-authored-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
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2026-09-18 21:06:30 -07:00 |
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Matt MastracciandClaude Fable 5.1
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63d9ad0a3a
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[Model] DiffusionGemma: honor logprob_token_ids on the converging step (#57417)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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2026-09-18 16:11:27 -04:00 |
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Harry MellorandClaude Opus 5
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8a5cf54387
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[Multimodal] Type dummy options per modality (#57576)
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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2026-09-18 17:29:11 +01:00 |
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Cyrus Leung
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dbf4b89cf2
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[Misc] Remove unnecessary Transformers version guards (#57556)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-18 15:01:35 +00:00 |
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Julien DebacheandHarry Mellor
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2bdae2a5a8
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[fix] Mistral-Large-3 accuracy regression on main (#57563)
Signed-off-by: jdebache <jdebache@nvidia.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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2026-09-18 14:19:16 +00:00 |
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44dd18fe0b
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[Model][Gemma4] Load Weights with AutoWeightsLoader (#55911)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-18 12:07:30 +00:00 |
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Taneem Ibrahim
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2b8a5495a8
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[Mypy] Fix mypy typing for N/O models (#54142)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-18 12:50:01 +01:00 |
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SunandCodex
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42a33039eb
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[Perf] Fuse CohereASR relative attention score accumulation (#55190)
Signed-off-by: levius <2114377220@qq.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-18 06:18:41 +00:00 |
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Matt Mastracci
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2c88fb131c
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[Bugfix] DiffusionGemma: hand out stashed logprobs only on the committing step (#57414)
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2026-09-17 20:24:58 -04:00 |
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Yan Ma
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48f663c37f
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[XPU] Fix incorrect context-key normalization for Qwen DFlash-based models (#56431)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-09-18 07:52:01 +08:00 |
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Misha Goin
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db7a24c230
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[Perf] Add fused DFlash2 grouped convolution (#55960)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-17 21:38:59 +00:00 |
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Doug Brown
|
2b02c6c29b
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[Model] Add Cohere2MoE Eagle3 auxiliary hidden states (#49819)
Signed-off-by: Doug Brown <doug@github.douggo.com>
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2026-09-17 20:09:36 +00:00 |
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Taneem IbrahimandHarry Mellor
|
e960ead0aa
|
[Mypy] Fix mypy typing for Transformers models (#54320)
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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2026-09-17 12:11:31 -04:00 |
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cjackal
|
403f182c02
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[MM] Keep raw pixels through dp-sharded ViT path (#56872)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-09-16 18:47:27 +00:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
|
[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
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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2026-09-16 10:57:24 -07:00 |
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Cyrus Leung
|
0b9e018fb9
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[MM] Further cleanup _apply_hf_processor_main (#53610)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-16 10:21:00 -07:00 |
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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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linitra24
|
ca542ee154
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[Model][LoRA] Enable LoRA support for ModernBertModel (#57148)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-09-16 14:16:09 +00:00 |
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ec4a3a5370
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[CI] Bump Transformers version to 5.17.0 (#56108)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.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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2026-09-16 06:34:16 -07:00 |
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Harshit KediaandClaude Opus 5
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6a2fdf9ac6
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[Model] Optimize Sarvam MLA routing and preserve FP32 router logits (#56034)
Signed-off-by: Harshit Kedia <harshit@sarvam.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 20:02:47 +08:00 |
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Adababyandshaolila
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ceb87de065
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[Misc] Remove no-op self-assignments across vLLM (#55988)
Signed-off-by: shaolila <shaolila@buaa.edu.cn>
Co-authored-by: shaolila <shaolila@buaa.edu.cn>
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2026-09-16 02:17:07 -07:00 |
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35f6047c1a
|
[XPU][Bugfix] Fix Qwen2-Audio ValueError on audio clips longer than 30s (#56912)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@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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2026-09-16 16:54:02 +08:00 |
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danisereb
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a31ec3a68b
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[LoRA][Nemotron] Add LoRA support for Nemotron VL models (for the language model only) (#56231)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-09-15 21:20:28 -07:00 |
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Marceli FylcekandKunshang Ji
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ccbaed5b91
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[XPU] Route to fused_qk_rmsnorm_rope_gate triton kernel (#56096)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-16 11:05:54 +08:00 |
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Nick Hill
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f2aad6aa70
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[MRV2] Buffer util simplifications (#56888)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-15 20:36:51 +00:00 |
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9446ea1680
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[Bugfix][Spec Decode] Only create draft_id_to_target_id when draft vocab differs (#53458)
Signed-off-by: drslark <slarksblood@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: GLM-5.3 <glm@z.ai>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-15 14:59:02 +00:00 |
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Abhinav VermaandClaude Opus 5
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1e47ec00d2
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[Bugfix][Gemma 4] Don't read fft_length when profiling unified audio (#56721)
Signed-off-by: Abhinav Verma <verma.abhinav275@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-15 14:57:32 +00:00 |
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4bac767695
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[Perf][Nemotron] Skip redundant latent-MoE all-reduce at TP>1 (~13% decode win) (#52301)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-15 07:33:51 -07:00 |
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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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Nicolò LucchesiandJorge Gallego Feliciano
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995e8581f4
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[Model] Voxtral Realtime: add support for CUDAGraphMode.FULL_DECODE_ONLY (#51167)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Jorge Gallego Feliciano <jorge.gallego@mistral.ai>
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2026-09-14 19:16:39 +00:00 |
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03dc26e639
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[Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.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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2026-09-14 10:26:15 -07:00 |
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b3124a8237
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[Model] Add support for Nanbeige4.2 (transformers backend) (#56071)
Signed-off-by: zqlcode <lizongqiang@kanzhun.com>
Signed-off-by: zql <37731799+zqlcode@users.noreply.github.com>
Co-authored-by: zqlcode <lizongqiang@kanzhun.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-14 15:06:01 +00:00 |
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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
|
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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|
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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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