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174e39ead7cb14a0511b0bbdc15dfd4a01ffb5fb
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1971 Commits

Author SHA1 Message Date
ZiTian Zhao
ae88aada38 [Feature]Add EVS (Efficient Video Sampling) Support for Qwen3-VL (#29752) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: deitxfge <huhaibo1990@126.com>
 2025-12-14 05:24:56 -08:00
zifeitong
48b8456ff9 [Bugfix] Revert Qwen2-VL part of change in #28271 (#30542) 
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
 2025-12-14 05:20:08 -08:00
Ilya Markov
3224ea9915 [torch.compile] Add encoder tag for compilation (#30489) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2025-12-14 18:15:11 +08:00
Lasha Koroshinadze
3a20450d31 Add AudioFlamingo3 model support (#30539) 
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
Signed-off-by: Lasha Koroshinadze <26011196+lashahub@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-14 02:14:55 -08:00
Chen Zhang
ace34e3783 [Bugfix] Qwen3-next with --hf-overrides \{\"num_hidden_layers\":8\} (#30433) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-12-13 22:12:45 +08:00
Cyrus Leung
64251f48df [Chore] Adjust tokenizer import to avoid circular imports (#30601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 04:42:39 -08:00
Roberto L. Castro
4fa7ce46f3 [Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) 
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-12-12 19:34:23 -08:00
Lucas Wilkinson
3e41992fec [Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-12 05:57:47 -08:00
Jaehwang Jung
f90319d5d1 [Bugfix] Schedule failure due to wrong get_image_size_with_most_features (#29692) 2025-12-12 02:27:20 -08:00
Michael Goin
9f2fc16a69 [Bugfix][Model] Fix Afmoe rope_parameters issue (#30505) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-12 02:53:57 +00:00
Nicolò Lucchesi
0efd9f867c [Core] Whisper Enable Encoder Batching (#29421) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-11 21:06:51 +00:00
Harry Mellor
cf3eacfe58 Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 20:45:23 +00:00
Harry Mellor
8781cd6b88 Add Eagle and Eagle3 support to Transformers modeling backend (#30340) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 17:02:10 +00:00
Harry Mellor
93db3256a4 Give pooling examples better names (#30488) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 16:22:58 +00:00
Cyrus Leung
3a3b06ee70 [Misc] Improve error message for is_multimodal (#30483) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 06:39:51 -08:00
Cyrus Leung
13d63b65e0 [Deprecation] Remove missed fallback for embed_input_ids (#30469) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 10:06:36 +00:00
Cyrus Leung
979f50efd0 [Deprecation] Remove fallbacks for embed_input_ids and embed_multimodal (#30458) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 06:58:23 +00:00
gh-wf
36c9ce2554 Ensure minimum frames for GLM 4.6V compatibility (#30285) 
Signed-off-by: Wayne Ferguson <wayneferguson@gmail.com>
 2025-12-11 05:26:49 +00:00
Anker
e8e8cd73e5 [Bugfix] Fix HunyuanOCR cross-image contamination in batch processing (#30344) 
Signed-off-by: Lennart Brog <lennart.borg@list-ag.de>
Signed-off-by: Anker <20343812+anker-c2@users.noreply.github.com>
 2025-12-10 18:09:31 +00:00
Roger Young
d017bceb08 [BugFix] Fix minimax m2 model rotary_dim (#30384) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-12-10 04:58:50 -08:00
haoyangli-amd
06462392e4 [bugfix][quantization] fix quark qwen3 kv_cache quantization (#30308) 
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
 2025-12-10 03:24:12 +00:00
Tsukasa OI
73a484caa1 [Model][Quantization] Fix / Add GGUF support for Qwen2 MoE models (#30307) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-09 19:13:10 +00:00
wang.yuqi
9c32df6101 [Bugfix] Qwen 3 VL Embedding loading (#30303) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-09 08:04:02 +00:00
shaharmor98
fcd5306f65 Add latent MoE support (#30203) 
Signed-off-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-12-08 17:35:01 +00:00
Daniel Cámpora
184076c3fe [DeepSeek v3.2] Make top-k work for any logit values. (#27568) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-08 06:55:58 -08:00
wang.yuqi
9e77ffca3f [Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract hidden states prefer using new multi-vector retrieval API (#26686) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-08 08:10:09 +00:00
Dazhi Jiang
bcb6f5947f [Perf] Remove sync point in vit torch sdpa attn backend (#30232) 
Signed-off-by: Dazhi Jiang <dazhi_jiang@163.com>
 2025-12-08 07:12:42 +00:00
Cyrus Leung
e83b7e379c Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46 [Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Cyrus Leung
671427efbf [Model] Move multimodal_cpu_fields definition to field config (#30181) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 13:40:02 +00:00
Cyrus Leung
c46b932df2 [Chore] Deprecate SupportsMultiModal.merge_by_field_config (#30170) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 07:57:28 +00:00
Peter Salas
e858bc4d14 [Model] Add support for transformer-based Ultravox v0.7 projector (#30089) 
Signed-off-by: Peter Salas <peter@fixie.ai>
 2025-12-05 20:55:43 -08:00
Divakar Verma
962d703818 [Bugfix][llama4_eagle] Fix missing 'lm_head' attribute (#29926) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-05 19:57:26 +00:00
Matthew Bonanni
66e674cdd5 [Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-12-05 09:48:43 -08:00
amitz-nv
6038b1b04b [Frontend][Model] Add 'float16' to possible mamba cache dtype values, override mamba SSM cache dtype value for NemotronH (#29978) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2025-12-05 00:34:33 -08:00
Harry Mellor
e10c84e06a Access partial_rotary_factor from rope_parameters (#29966) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-04 18:42:49 +00:00
Tao Yun
6dcb07f676 support qwen3-vl handle requests with embeddings (#30037) 
Signed-off-by: taoyun <1069423820@qq.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-12-04 17:34:06 +00:00
Cyrus Leung
b286a311c2 [Chore] Deprecate merge_by_field_config arg (#30035) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 17:21:24 +00:00
Harry Mellor
9998ea5b57 Delete HF version of Phi 4 MM (#30049) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-04 13:44:50 +00:00
wang.yuqi
74c4d80c6c [Model][6/N] Improve all pooling task | Support chunked prefill with ALL pooling (#27145) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-04 13:44:15 +00:00
Cyrus Leung
68eb5c8d97 [Misc] Move functions into PoolingMetadata (#30027) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 08:21:19 +00:00
TJian
3f1b03739a [ROCm] [Bugfix] compute_attn_mask_seqlen for qwen3 omni (#29974) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-12-04 08:20:24 +00:00
Cyrus Leung
9ae2f60374 [Misc] Various cleanups for MM input processing (#29970) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 06:22:20 +00:00
Isotr0py
a21cd9ed23 [Bugfix] Fix incorrect image_grid_thw rank for HunyuanOCR from missing merge_by_field_config=True (#29950) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-03 10:05:10 +00:00
Julien Denize
5e5646e206 [BUGFIX] llama_4_scaling wrongly passed to DeepseekAttention (#29908) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2025-12-02 14:51:20 -08:00
Harry Mellor
6fc5841db1 Fix some more Transformers nightly tests (#29872) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 21:49:44 +00:00
Navanit Dubey
a2b053dc85 feat(model): Add BitsAndBytes quantization support for Qwen3-Omni-MoE (#29896) 
Signed-off-by: navanit-git <navanitdubey@gmail.com>
 2025-12-02 19:28:35 +00:00
Isotr0py
0ec8422171 [Bugfix] Fix incorrect channel order for idefics3 in edge case (#29881) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-02 16:03:52 +00:00
Matthew Bonanni
51c57b51dd [Bugfix] Fix DeepSeek R1 MTP weight loading (#29545) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-12-02 15:52:18 +00:00
Cyrus Leung
68ffbca7e4 [Chore] Use tokenizer.encode and tokenizer.decode directly (#29851) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 12:30:40 +00:00