Commit Graph
4236 Commits
Author SHA1 Message Date
Ming Yang ce12b407f2 [TRTLLM] Remove the MoE GEMM weight name change (#30713)
Signed-off-by: Ming Yang <minos.future@gmail.com>
2025-12-16 11:01:38 -05:00
Wentao Ye 59bd5f6a71 [Feat] Enable eplb with default all2all backend (#30559)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-12-16 10:33:52 -05:00
Harry Mellor 6f15ac5de7 Don'e assume position_embedding_type will be present for BERT and RoBERTa models (#30770)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-12-16 13:40:26 +00:00
Isotr0py e94384bbad [Bugfix] Fix broken ViT attention selection for Blackwell device (#30731)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-12-16 05:24:32 +00:00
3bd9c49158 [CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873)
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2025-12-15 19:08:16 -08:00
Matthew Bonanniandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 60dbf7d8f1 Update batch invariant to use attention config (#30704)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-15 15:24:16 -05:00
Robert ShawandRobert Shaw d0502b4928 [MoE][Refactor 1/N] Separate Online Quantization (#30627)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2025-12-15 06:54:53 -08:00
Max Hu 3f175f18a2 [Bugfix] Fix multimodal configuration for Qwen3VL MOE model (#30670)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
2025-12-15 14:06:01 +00:00
dukeandroot e4806d973a [BugFix] Add embed_input_ids method to make QWenLMHeadModel a vllm model (#30674)
Signed-off-by: root <iwzbi@zju.edu.cn>
Co-authored-by: root <iwzbi@zju.edu.cn>
2025-12-15 10:38:29 +00:00
wang.yuqi 4429d934de [Model] Automatic conversion of TokenClassification model (#30666)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2025-12-15 08:13:00 +00:00
汪志鹏andCyrus Leung 1adeb3b84c [New Model] BAGEL support (AR only) (#28439)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-12-15 14:58:23 +08:00
3778673ea8 [Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-12-15 04:21:36 +00:00
87b4d1557d [CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-12-15 11:13:32 +08:00
Shanshan Shen 738648fb81 [CustomOp] Support object-level enable for CustomOp (#30547)
Signed-off-by: shen-shanshan <467638484@qq.com>
2025-12-15 11:02:09 +08:00
ZiTian Zhaoanddeitxfge 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
tjp_zju 6ecc1e411b [Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057)
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
2025-12-14 02:20:51 -08:00
Shengliang XuandPavani Majety 0bb0bae436 Nvidia ModelOpt workaround for issue 28072 (#30164)
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
2025-12-14 18:18:31 +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
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
Didier DurandandWentao Ye 1a55cfafcb [Doc]: fixing typos in various files (#30540)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-12-14 02:14:37 -08:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 6e78ed6ba7 [Logs] Optimize startup logs 4 (#29903)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-13 16:12:53 -05:00
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
Tsukasa OI fdc135d768 [Misc][Quantization] Clarify the intent of GGUF FusedMoE weight materialization (#30310)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
2025-12-13 13:55:14 +08:00
Roberto L. Castroandyoukaichao 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
rasmithandRandall Smith 08f8a5627e [CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality (#30292)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-12-12 18:41:56 -05:00
13618626df [MoE-FP8-modelopt] Add FlashInfer alignment padding for intermediate dimensions (#29748)
Signed-off-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-12-12 20:42:32 +00:00
Xin Yang 1f19d8f899 [Perf] Set split_k to 1 for triton_kernels (#30528)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2025-12-12 14:07:57 -05:00
shivampr cd7740ac5c [ROCm] Enable Triton ScaledMM fallback + kernel selection fix (#26668)
Signed-off-by: Shivam <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
2025-12-12 13:28:20 -05:00
Christina NormanIsotr0pyIsotr0pygemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
dc13c99eed fix(gguf): Disable bfloat16 for GGUF on blackwell device (#30408)
Signed-off-by: Christina <truffle@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Christina Norman <christina@example.com>
Co-authored-by: Isotr0py <isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-12 23:10:12 +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 GoinandHarry Mellor 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
Bhanu Prakash Voutharoja 6a6fc41c79 gptq marlin quantization support for fused moe with lora (#30254)
Signed-off-by: Bhanu068 <voutharoja.bhanu06@gmail.com>
2025-12-12 02:27:22 +00:00
jiahanc 0ab23c2b2b [fix] fix SM check for Flashinfer TRTLLM MOE (#30314)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2025-12-12 01:00:58 +00:00
Andrew BriandandAndrew Briand a00d88973d [EPLB] Support EPLB w/ NVFP4 (#29804)
Signed-off-by: Andrew Briand <abriand@nvidia.com>
Co-authored-by: Andrew Briand <abriand@nvidia.com>
2025-12-11 22:59:40 +00:00
c817b14151 [Perf] Optimize deepgemm experts initialization, 3.9% TTFT improvement (#30494)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: li-jinpeng <3332126450@qq.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
2025-12-11 17:28:34 -05:00
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
汪志鹏 0e71eaa644 [Feature] AWQ marlin quantization support for fused moe with lora (#30442)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
2025-12-11 18:03:32 +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
d1e1fb4363 [Bugfix] Fix grouped_topk pytorch impl when num_experts can't be grouped properly (#29439)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2025-12-10 19:47:18 -08:00
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
Lucas Wilkinson aacf0abf8b [BugFix] Fix AttributeError: 'MergedColumnParallelLinear' object has no attribute 'weight_scale' (#30399)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-12-10 07:59:23 -08:00