Commit Graph
5185 Commits
Author SHA1 Message Date
Rohan PotdarandAndreas Karatzas 5b6b536fdc [ROCm][Bugfix] Make intermediate_pad TP-aware in rocm_aiter_fused_experts (#44679)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-06-10 15:10:50 -05:00
Nathan PriceCursorCyrus Leungmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
12f3f19c19 feat(qwen3-asr): support prompt parameter in v1/audio/transcriptions (#35415)
Signed-off-by: Nathan Price <nathan@abridge.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-10 19:54:59 +00:00
Tyler Michael SmithandClaude Opus 4.6 fa8c868a3c [Bugfix] Fix Llama4 weight loading (#45047)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-06-10 13:40:45 -04:00
bnellnm 29026682cb [Bugfix] Fix nemotron accuracy drop introduced by #41184 (#45037)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-10 13:16:25 -04:00
Divakar Verma 166d14e9bf [bugfix] skip conch kernel for g_idx reordering (#45072)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
2026-06-10 23:04:19 +08:00
Harry Mellor 3cc9fecd58 Deprecated 1st generation Qwen and QwenVL models (#45131)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-10 14:55:33 +00:00
Jongsu Liam KimandClaude ccc05de038 [Bugfix] Fix missing sequence_lengths in EXAONE-4.5 vision encoder (#45073)
Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-10 15:44:34 +01:00
c9e5bf8135 [Bugfix] Fix layerwise reload dropping params after a composed weight loader (#44814)
Signed-off-by: hallerite <git@hallerite.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
2026-06-10 06:42:05 -07:00
Roberto L. Castro 6850839c6f [Perf] Fix dsv3_router_gemm heuristic (#44217)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
2026-06-10 06:08:41 -07:00
Michael GoinandClaude 87c15d46e3 [Bugfix] Lazily import the humming quantization backend (#44921)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-10 06:06:17 -07:00
Tiezhen WANGandClaude 77f42d9725 [Model] Remove obsolete ERNIE models (#45127)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-10 20:54:30 +08:00
Shantipriya Parida a1ec011a83 [Bugfix] Add deepseek_v32 to Quark dynamic MXFP4 model type check (#39498)
Signed-off-by: Shantipriya Parida <shantipriya.parida@amd.com>
2026-06-10 02:52:33 -07:00
JartXandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 32daf56b42 [Refactor] Rename rocm_moe.py to rocm_moe_rdna.py (#45011)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-10 17:02:09 +08:00
Harry Mellor af9f583344 Revert "[Bugfix][CI] Gemma3 Transformers multimodal encoder profiling and build prompt-embedding fixtures" (#45029)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-10 01:37:03 -07:00
yiheng bd2d83ff31 [SpecDecode] Reduce TP communication for large-vocab draft models speculative decoding (#39419)
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
2026-06-10 07:59:24 +00:00
xiaohuguo2023 bb78168b21 [ROCm][gpt-oss] Hybrid CDNA4 swizzle gate for A8W4 MoE (#44804)
Signed-off-by: Xiaohu Guo <Xiaohu.Guo@amd.com>
2026-06-09 23:59:44 -07:00
Furkan Fandwang.yuqi 7fdfa6441d Model/colbert autoweightsloader (#44999)
Signed-off-by: Furkan Fidan <dev@yufufi.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-06-09 23:58:50 -07:00
bnellnm f4966f8b3d [Bugfix] Fix weight loading issues caused by #41184 (#45054)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-10 01:20:13 -04:00
6deb05e0e4 [Core][Model] Gemma4: Unified FA4 for all layers + FlashAttention mm_prefix support (#42175)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-06-09 17:45:39 -07:00
Jiangyun Zhu ca4cfd8731 [Bugfix] fix qwen3.5 ep weight loading (#45002)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-06-09 13:55:30 -07:00
Fangzhou AiandvLLM Contributor 01d8cd92dd [ROCm][Perf] Use fused softplus-sqrt-topk router under AITER fused-MoE (#44945)
Co-authored-by: vLLM Contributor <contributor@vllm.ai>
2026-06-09 17:53:05 +00:00
Michał GanczarenkoandKunshang Ji 766ce2bb6b Fix MiDashengLM TP>1 crash in audio encoder attention (#44408)
Signed-off-by: Michał Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-06-09 09:29:14 -07:00
Andreas Karatzas b697119800 [ROCm][CI] Stabilize ModernBERT token-classification parity against Hugging Face (#44040)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-06-09 16:52:36 +01:00
Raushan Turganbay 2ee5106372 Remove raw_inputs from transformers backend (#39425)
Signed-off-by: raushan <raushan@huggingface.co>
2026-06-09 15:01:04 +00:00
Jiangyun Zhu 7a89b72564 [Perf] fuse qk rmsnorm rope gate for qwen3.5 (#44176)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-06-09 22:12:17 +08:00
Jee Jee Li dc10e467a9 [Bugfix] Fix minimax_qk_norm_fusion (#44983) 2026-06-09 06:43:46 -07:00
Terrence Zhao 3e8afdf785 [Cohere] Fix Cohere2MoE weight loading when using Transformers ≥5.10 (#44747)
Signed-off-by: Terrencezzj <terrence@cohere.ai>
2026-06-09 06:27:40 -07:00
Qiuyang Yue 59401ac9f1 [Kernel][Perf] Tune fused_moe FP8 config for Qwen3-Next-80B tp=4 on H100 (+25% at batch 96-512) (#44830)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
2026-06-09 04:15:51 -07:00
Ma Jian 70db1488c5 [DSV4][XPU] Add MHC fused_post_pre support (#44144)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
2026-06-09 17:23:17 +08:00
Parth Ashwin JainParth Ashwin JainCyrus Leungmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
e6fc848d4f [Bugfix][MiniCPM-o] Fix cuda/cpu device mismatch in Resampler2_5 pos_embed (#43844)
Signed-off-by: Parth Ashwin Jain <parthash@amd.com>
Co-authored-by: Parth Ashwin Jain <parthash@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-08 23:28:26 -07:00
Andreas Karatzas f843ac1a1c [Bugfix][CI] Gemma3 Transformers multimodal encoder profiling and build prompt-embedding fixtures (#44952)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-06-09 05:49:30 +00:00
9f153aa781 [MM][Perf][CG] Support ViT full CUDA graph for glm4_1v image and video inference (#40576)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-06-09 11:13:56 +08:00
Lanze Liu 540aaf2140 [Bugfix][Model] Qwen3-Omni: move cu_seqlens to GPU before VIT attention (#44264)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
2026-06-08 20:02:27 -07:00
Tyler Michael SmithandClaude Opus 4.6 e2f993dc41 [WideEP] Integrate DeepEP v2 (#41183)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-06-08 18:07:29 -07:00
Michael Goin 6afa25000c [Bugfix] Canonicalize FP8 weight layout to (K, N) at the source (#44735)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-06-08 14:37:36 -06:00
Mohammad Miadh Angkad 823a0ab754 [Bugfix][MoE] Fix fused MoE expert mapping helper call sites (#44897)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
2026-06-08 13:35:04 -07:00
bnellnm dc68bd8c41 [MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-08 10:42:58 -04:00
Walter Beller-Moralesandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 753e9d55e6 [Quantization] add online fp8 ptpc (#44132)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-08 22:42:11 +08:00
Sungjae Lee 469f3dcf1d [BugFix] Use served model name in gemma4 audio-tower error message (#44828)
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
2026-06-08 06:58:31 +00:00
Yan Ma 54c660c3a6 [XPU][Minor] format moe kernel name and add in kernel list (#44771)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-06-08 13:58:16 +08:00
Shanshan Shen 8fb0274415 [MM][CG] Simplify ViT CUDA graph interfaces (#44484)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-06-08 05:57:06 +00:00
Ma Jian eebce65756 [XPU]feat: add DeepSeek-V4 XPU attention decode path (#42953)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
2026-06-08 13:27:12 +08:00
Taneem Ibrahim 5633405964 Added extra_repr() to pooler classes to improve debuggability (#44805)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-06-08 03:19:31 +00:00
SunskyXHandRoger Wang 6124a98a9b [Bugfix] Fix FunASR-Nano crash during initialization (#44215)
Signed-off-by: SunskyXH <sunskyxh@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-06-07 20:00:02 -07:00
Jared Wenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 32f34d3935 [feature] add index share feature for DSA MTP (#44420)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-06 22:04:14 -07:00
zofiaandKunshang Ji 6181e80fe0 [XPU] add xpu branch in compressed_tensors_moe_w4a4_mxfp4 (#44540)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Kunshang Ji <jikunshang95@gmail.com>
2026-06-07 12:27:34 +08:00
JartXandTJian 062b05ff3a [ROCm][Perf] Fused MoE W4A16 HIP kernel for AMD RDNA3 (gfx1100) (#44075)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-06-06 15:30:39 -05:00
Vadim Gimpelsonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> fa27d4e9cf [PERF] [Qwen3.5] Split mixed prefill+decode batches: route decodes to the recurrent kernel (#44700)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-06 22:13:50 +08:00
00d1fb7747 [Bugfix][ROCm] ApplyRotaryEmb: fall back to native when flash_attn rotary grid would exceed the HIP per-dim limit (#43684)
Signed-off-by: vLLM ROCm fix <noreply@example.com>
Signed-off-by: amd-fuweiy <fuweiy@amd.com>
Co-authored-by: vLLM ROCm fix <noreply@example.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-06-06 02:29:16 -07:00
aoshen02andClaude Opus 4.8 f87df1df9e [Bugfix][MoE] Snapshot max_cudagraph_capture_size into FusedMoEConfig (#44613)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-05 23:14:41 -07:00