Taneem Ibrahim
5af4cc33ec
[Bugfix] Fix OpenPangu multimodal embedding merge ( #55941 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
2026-09-08 23:53:59 +00:00
9c2d21046b
[Bugfix][Spec Decode] Honour the draft's moe_backend on Model Runner V2 ( #54788 )
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Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-08 16:50:07 -07:00
c0d8d5413e
[Transformers] Generalize merged-column linear fusion ( #55301 )
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Signed-off-by: BANANASJIM <bananasjim1@gmail.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-09-08 23:49:37 +00:00
60ad959b6f
Fix block FP8 MTP in ModelOpt mixed checkpoints ( #55513 )
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Signed-off-by: Shiyang Chen <shiychen@nvidia.com >
Signed-off-by: Isotr0py <Isotr0py@outlook.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com >
2026-09-08 22:47:21 +00:00
Chaitanya Sri Krishna Lolla
28a2ccee78
[ROCm][DI][CI] Enable WideEP Intranode tests ( #53195 )
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Signed-off-by: lcskrishna <lollachaitanya@gmail.com >
2026-09-08 17:06:36 -05:00
Kevin H. Luu
05e52f6336
[CI] Fix ARM64 test dependency builds with GCC 15 ( #55877 )
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Signed-off-by: khluu <khluu000@gmail.com >
2026-09-08 14:27:13 -07:00
bf339618d1
[Misc] Bump openai to >=2.25.0 to support namespace tools types ( #49104 )
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Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-09-08 14:11:12 -07:00
Wentao Ye
bfb443a6b6
[Kimi Bug] Fix kda ima Triton Error [CUDA]: an illegal memory access was encountered ( #55924 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-09-08 14:07:54 -07:00
Flora Feng and Wentao Ye
0a742da274
[Perf] Eliminate full-history reasoning scans for structured outputs ( #55223 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
Signed-off-by: Flora Feng <4florafeng@gmail.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
2026-09-08 14:07:22 -07:00
Flora Feng and Wentao Ye
29f46ac475
[Perf] Eliminate full-history reasoning scans for structured outputs ( #55223 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
Signed-off-by: Flora Feng <4florafeng@gmail.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
2026-09-08 14:07:16 -07:00
djramic and Kevin H. Luu
73f61d12aa
[CI][ROCm] Increase timeouts for AMD MI300 jobs ( #55919 )
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Signed-off-by: Djordje Ramic <djoramic@amd.com >
Co-authored-by: Kevin H. Luu <khluu000@gmail.com >
2026-09-08 14:06:05 -07:00
Andreas Karatzas and OpenAI Codex
db3814a4f2
[Attention] Require explicit DCP support from attention implementations ( #55780 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-09-08 14:04:27 -07:00
Andreas Karatzas
cb22234687
[CI] Reuse ColQwen3 models across pooling tests ( #55889 )
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Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
2026-09-08 14:03:54 -07:00
d29c88f162
[Core] Let SWA layers take the primary block size to avoid inflating the KV block LCM ( #53007 )
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Signed-off-by: Bill Nell <bnell@redhat.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-09-08 16:44:43 -04:00
808353f477
[CI] Split long misc test groups by command ( #52346 )
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Signed-off-by: khluu <khluu000@gmail.com >
Co-authored-by: Kimi Code <noreply@moonshot.cn >
Co-authored-by: Codex <noreply@openai.com >
2026-09-08 13:44:14 -07:00
Andreas Karatzas
18615ad1ee
[Bugfix] Handle null RoPE parameters for NoPE layers ( #55949 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-09-08 20:20:05 +00:00
e0aaef85f3
[2/N][KV Connector][NIXL] Support per-region transfer geometry ( #53780 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
2026-09-08 16:01:12 -04:00
Roderick Wu and mgoin
2c9d68f80b
[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering ( #54809 )
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Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com >
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com >
Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: mgoin <mgoin64@gmail.com >
2026-09-08 12:45:12 -07:00
shikamd123
1a522b6949
[ROCm] [Docker] Upgrade default AINIC repo to ship libionic 54.0-187-1 ( #54112 )
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Signed-off-by: Shiksha Patel <shiksha.patel@amd.com >
2026-09-08 19:21:18 +00:00
sychen52 and Cyrus Leung
1b2c591cd0
[Bugfix] speedup nvfp4 kv for FMHA ( #55031 )
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Signed-off-by: Shiyang Chen <shiychen@nvidia.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-09-08 17:25:42 +00:00
Raya Elena Solano and mgoin
bcca76e7db
[Test] Dequantize NVFP4 KV cache scales in the layout the kernel writes ( #55908 )
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Signed-off-by: Raya Elena Solano <raya.solano@mbinf.de >
Co-authored-by: mgoin <mgoin64@gmail.com >
2026-09-08 17:13:39 +00:00
8ebc5b0a18
[Bugfix] Fix NVFP4 fused SiLU+mul scale allocation and global scale direction ( #55643 )
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
Co-authored-by: khluu <khluu000@gmail.com >
Co-authored-by: jiahao <jxia77@terpmail.umd.edu >
Co-authored-by: Kimi Code <noreply@moonshot.cn >
2026-09-08 08:26:07 -07:00
Wentao Ye
6b15bea080
[Refactor] Remove utils dead code ( #53941 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-09-08 11:22:09 -04:00
Qiu Chunshuo
7c2f1ff495
[Core] Scope PCP-DP validation to GPU manager ( #54523 )
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Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com >
2026-09-08 08:18:01 -07:00
Canlin Guo and OpenAI Codex
8e1f97e709
[Qwen3.8-Flash-Next] Tune FP8 TP2/TP4 Triton MoE on B200 ( #55890 )
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Signed-off-by: Canlin <canlinguosdu@gmail.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
2026-09-08 22:45:18 +08:00
linitra24
b105d8284f
[LoRA] Clarify target module matching logic ( #55865 )
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Signed-off-by: linitra24 <renshuang.zhou@daocloud.io >
2026-09-08 07:30:15 -07:00
Wentao Ye
07950d4734
[Kimi Bug] Fix kimi k3 startup cuda graph issue with recoverSSM ( #55774 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-09-08 10:29:53 -04:00
Roberto L. Castro and Codex
6ddbab03de
[4/N][warmup][DSv4] Migrate common attention kernels ( #50176 )
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com >
Co-authored-by: Codex <codex@openai.com >
2026-09-08 10:25:48 -04:00
Sherif Waly and Nicolò Lucchesi
f998862d46
[Bugfix] Fix Kimi K3 loading with interleaved weight streams ( #53379 )
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Signed-off-by: Sherif Waly <sherif.waly@mistral.ai >
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai >
2026-09-08 16:08:51 +02:00
Mohit Singla and Codex
613ab20f7f
[Model] Enable torch.compile for Sarvam MLA ( #55817 )
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Signed-off-by: mohit-sarvam <mohit@sarvam.ai >
Co-authored-by: Codex <noreply@openai.com >
2026-09-08 22:01:30 +08:00
263c4ff95f
[Bugfix][Spec Decode] Cache the Mamba state at the block-grid position of EAGLE resume ( #53945 )
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Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
Signed-off-by: Adam Shaver <ashaver@nvidia.com >
Signed-off-by: akshaver <168006157+akshaver@users.noreply.github.com >
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: roikoren755 <26850796+roikoren755@users.noreply.github.com >
2026-09-08 09:59:58 -04:00
414057a3d3
[Bugfix] Apply attention sinks in the Transformers backend ( #52156 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-09-08 13:54:07 +00:00
472d8c9125
[Perf] Fuse DeepEncoder relative bias in Triton attention ( #55629 )
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Signed-off-by: levius <2114377220@qq.com >
Signed-off-by: Isotr0py <Isotr0py@outlook.com >
Co-authored-by: Codex <codex@openai.com >
Co-authored-by: Isotr0py <Isotr0py@outlook.com >
2026-09-08 13:22:04 +00:00
Andy Lo and OpenAI Codex
5ebce2391e
[Bugfix][KV Offload] Respect prefix-cache bypass in SimpleCPUOffload ( #54998 )
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Signed-off-by: Andy Lo <andy@mistral.ai >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-09-08 13:14:19 +00:00
Stefano Castagnetta
f6326f53bd
[Perf][GDN] Enable the FlashInfer GDN prefill kernel on SM12x ( #55715 )
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Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com >
2026-09-08 12:26:03 +00:00
Shanshan Shen
25047604fe
[ROCm][Perf] Remove AITER paged-MQA outputs guard for DeepSeek-V4 ( #55808 )
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Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com >
2026-09-08 06:58:26 -05:00
Kevin H. Luu
34b9899c8f
[CI] Increase ColQwen3 pooling test memory budget on H200 MIG ( #55878 )
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Signed-off-by: khluu <khluu000@gmail.com >
2026-09-08 11:39:01 +00:00
Stefano Castagnetta
13cf9e05c1
[Perf][Quant][NVFP4] Prefer W4A4 linear kernels over weight-only ones on SM120/121 ( #55170 )
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Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com >
2026-09-08 15:06:45 +04:00
jimmy-adams
e41a17e606
[ROCm][Quantization] Support AMD Quark per-block FP8 for fused MoE layers ( #52263 )
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Signed-off-by: huji <huidong.ji@amd.com >
Signed-off-by: jimmy-adams <41593649+jimmy-adams@users.noreply.github.com >
2026-09-08 10:30:26 +00:00
Kevin H. Luu and Codex
5db652225f
[Bugfix] Validate extension integers before engine serialization ( #55606 )
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Signed-off-by: khluu <khluu000@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
2026-09-08 16:30:06 +08:00
Kevin H. Luu and Codex
96eccb8f49
[CI] Restore clean GPU state before OAI Triton MoE tests ( #55453 )
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Signed-off-by: khluu <khluu000@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
2026-09-08 01:15:21 -07:00
Taoyu Zhu and Shanshan Shen
ce6c241ddc
[ROCm][Perf][M3] Fused allreduce+GemmaRMSNorm fast path ( #54787 )
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Signed-off-by: Taoyu Zhu <zhutaoyu97@gmail.com >
Co-authored-by: Shanshan Shen <467638484@qq.com >
2026-09-08 07:21:49 +00:00
ahmed xijiaat
81dabe2e5d
[Bugfix][KV Offload] Validate SWA coverage at unaligned cache-hit boundaries ( #55712 )
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Signed-off-by: xijiade.aihemaiti <3146335281@qq.com >
2026-09-08 10:15:48 +03:00
Adababy and shaolila
5133e1d285
[Frontend] Migrate input-validation errors to VLLMValidationError (harmony/mistral/chat_utils/params) ( #55735 )
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Signed-off-by: shaolila <shaolila@buaa.edu.cn >
Co-authored-by: shaolila <shaolila@buaa.edu.cn >
2026-09-08 06:45:40 +00:00
aoshen02
755541443f
[Bugfix][ROCm] Mask paged attention V cache padding ( #53856 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
2026-09-08 14:39:23 +08:00
Subhash Polisetti
782f36cd0c
[Bugfix][InternVL] Stop the video parser consuming image_embeds ( #55779 )
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Signed-off-by: subhash polisetti <subhashr161347@gmail.com >
2026-09-08 05:19:41 +00:00
6c73b08dec
[Bugfix] reject string file on translation like transcription ( #55618 )
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Signed-off-by: oskii <oscarchambersweb@gmail.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-09-08 05:02:53 +00:00
weihan
9ea8f3ffc3
[Bugfix] Honor STEP token pooling in DispatchPooler.for_seq_cls ( #55307 )
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Signed-off-by: weihan <130119942+krsish@users.noreply.github.com >
2026-09-08 04:13:09 +00:00
7fa2c63796
[Bugfix] Autotune FlashInfer deferred MoE decode kernels before CUDA graph capture ( #55377 )
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Signed-off-by: ming <ming@inferact.ai >
Co-authored-by: Kimi Code <kimi-code@moonshot.cn >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-08 04:02:23 +00:00
He Liu and Kimi
eb6b619ab2
[Bugfix][KV Offload] Register mixed page sizes in one cache group ( #54756 )
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Signed-off-by: heliubj18 <chengfeng@ppio.com >
Co-authored-by: Kimi <noreply@moonshot.cn >
2026-09-07 20:50:15 -07:00