Commit Graph
9947 Commits
Author SHA1 Message Date
Roger Wang 4fb8beefaa [Bugfix] Fix cutlass fp8 kernel on hopper for Qwen3.5 (#34914)
Signed-off-by: Roger Wang <hey@rogerw.io>
2026-02-19 13:34:55 -08:00
Wentao Ye c683d11c94 [Refactor] Deprecate head_first for chunk_gated_delta_rule (#34263)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-02-19 13:23:49 -05:00
roikoren755andMichael Goin 3eff45d793 Revert "[NemotronH] Do not force router to run in fp32 (#34582)" (#34808)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-19 09:47:05 -08:00
Robert ShawandRobert Shaw 4685a630a2 [Model Bash][DeepSeekR1] Remove Shared Expert Clone (#34344)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2026-02-19 07:56:14 -08:00
ee1d25f199 [Llama4,Quantization] Simplify and generalize logic for Q/K permutations in quantized self-attn layers (#34471)
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-02-19 07:55:41 -08:00
Linda 6fff24f30f [Bugfix] Qwen3.5 kv-scale weight remapping (#34719)
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
2026-02-19 04:13:37 -08:00
Cyrus Leung 1391378861 [Bugfix] Fix edge case in UUID data parsing (#34884)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-19 02:24:30 -08:00
Tal NirandClaude Opus 4.6 f75b61a9e9 [Voxtral Realtime] Fix engine crash on empty multimodal embeddings (#34862)
Signed-off-by: Tal Nir <tal@nervexneurotech.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-18 23:21:47 -08:00
Wei Zhao 7f51e93864 [Bug] Fix DeepSeek V3 weight loading caused by incorrect prefix (#34876)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-02-18 23:20:30 -08:00
Alex Brooks 4611af1663 [Bugfix] Add Quant Config to Llava Next Projector (#34847)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-02-18 23:18:23 -08:00
Manrique Vargas ad5aa6bd9f fix(docs): fix typos in comments and docstrings (#34836)
Signed-off-by: machov <mv1742@nyu.edu>
2026-02-18 23:17:41 -08:00
Jaeyeon Kim(김재연) 9681068cf9 [Frontend] Fix reasoning_tokens for text-based parsers in Responses API (#33513)
Signed-off-by: Jaeyeon Kim <anencore94@gmail.com>
2026-02-18 23:16:41 -08:00
Woosuk Kwon 5fcb0cdd68 [Model Runner V2] Use FP32 for Gumbel Noise (#34854)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-18 17:07:37 -08:00
Woosuk Kwon c878b43b64 [Model Runner V2] Remove unnecessary copies in PW CUDA graph capture (#34849)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-18 15:52:50 -08:00
zhrrr 11d3976b88 [Model Runner V2] support piecewise & mixed cudagraph (#32771)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-02-18 15:03:17 -08:00
Yongye ZhuandRobert Shaw 40da9625a1 [MoE Refactor] Convert mxfp4 marlin into modular kernel format (#34588)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-02-18 14:37:14 -08:00
8d9babd4de Fix empty tool_call_id in Anthropic messages API tool result conversion (#34745)
Signed-off-by: <>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Flora Feng <sfeng33@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-02-18 14:31:59 -08:00
Kyle Sayers 64ac1395e8 [Docs] Clean up speculators docs (#34065)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-02-18 13:48:11 -08:00
Cyrus LeungandMichael Goin 61cf087680 [Bugfix] Fix lora tests (#34834)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-18 13:22:31 -08:00
847a57cd12 [Bugfix][MoE Kernel] Fix incorrect routing selection for models without expert groups (e.g., MiniMax-M2.1) (#34673)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.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>
2026-02-18 13:03:24 -08:00
Woosuk Kwon 95be2a7f22 [Model Runner V2] Minor simplification for DCP (#34786)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-18 11:04:53 -08:00
Jaden Mathias 0e60c925cf [Bugfix] Remove assert causing hipErrorStreamCaptureUnsupported (#34455)
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
2026-02-18 18:54:54 +00:00
Isotr0pyandJJJYmmm c0bd8b13da [Bugfix] Redo Qwen3.5/Qwen3-Next GDN projector fusion (#34697)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
2026-02-18 09:46:53 -08:00
Michael Goin caeb887bf6 [Bugfix] Fix NVFP4 TRTLLM MoE non-gated support; add gsm8k for Nemotron-3-Nano FP8+NVFP4 (#34725)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-02-18 09:39:22 -08:00
Robert ShawandRobert Shaw 6874638bc4 [Model Bash] DeepSeek R1 BF16 Min Latency QKV A GEMM (0.5% E2E Speedup) (#34758)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2026-02-18 07:42:36 -08:00
Nick Hill c50e105a88 [Model Runner V2] Avoid prepare prefill kernel launch overhead (#34780)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-18 00:49:21 -08:00
Cyrus Leung a766b30349 [Renderer] Deprecate code paths for old input processing (#34775)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-18 00:35:04 -08:00
Asaf Joseph Gardin 1faa8cb73c [Quantization] - Added uses_meta_device_weights to quant config (#34645)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
2026-02-17 23:43:44 -08:00
Marek Michalowski e89a91d927 [Bugfix] fix activation in cpu_fused_moe_torch call (#34696)
Signed-off-by: Marek Michalowski <marek.michalowski@arm.com>
2026-02-17 23:39:46 -08:00
Michael Goin 909b147197 [Bugfix] Fix prefix creation for Qwen3.5 (#34723)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-02-17 23:39:15 -08:00
ElizaWszolaandLuka Govedič a88b3be7c4 [Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2026-02-17 23:35:04 -08:00
Nick Hill a49ea5a58f [Model Runner V2] A bit more PP simplification (#34766)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-17 21:39:07 -08:00
Russell Bryantandisotr0py 6f3b2047ab [Core] Fix SSRF bypass via backslash-@ URL parsing inconsistency (#34743)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: isotr0py <2037008807@qq.com>
2026-02-18 03:53:35 +00:00
Luka Govedič 02e8f26cea [torch.compile] Turn on silu+fp4 quant fusion by default for O1+ (#34718)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
2026-02-18 03:29:15 +00:00
Cyrus Leung a0d8d944e2 [Renderer] Move MM Hash parsing into Renderer (#34711)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 19:18:55 -08:00
Matthew Bonanni 7743152957 [Attention] Refactor check_and_update_config (#33600)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-02-17 17:06:54 -08:00
Wentao Ye ab33d2a629 [Feature] Decode Context Parallel support for GPU model runner v2 (#34179)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-02-17 16:27:15 -08:00
Woosuk Kwon be3af2d29e [Model Runner V2] Further simplification for PP (#34724)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-17 15:18:18 -08:00
c656ba3b4d [Kernel] Triton-based Top-k and Top-p sampler kernels (#33538)
Signed-off-by: js_park <cakeng@naver.com>
Signed-off-by: Jongseok Park <37990712+cakeng@users.noreply.github.com>
Signed-off-by: Sunga Kim <sunga.kim@berkeley.edu>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Sunga Kim <sunga.kim@berkeley.edu>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-02-17 23:14:30 +00:00
Matthew BonanniandJee Jee Li dc5fa77a4e [Bugfix][MTP][Sparse MLA] Allow sparse MLA with MTP to run with FULL cudagraphs (#34457)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-02-17 14:01:27 -05:00
Cyrus Leung 574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 05:29:01 -08:00
Harry Mellor 28bffe9466 Fix docs build warning (#34686)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-17 02:31:40 -08:00
Tim DettmersandClaude Opus 4.6 d44a5b6c47 Remove dead bitsandbytes CxB code from 8-bit inference path (#34633)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 01:49:14 -08:00
Jiangyun Zhu 1d65283e95 Revert "[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj" (#34683) 2026-02-17 01:29:27 -08:00
kourosh hakhamaneshiandCursor c464b57374 [Ray] Propagate third-party env vars to Ray workers via prefix matching (#34383)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-17 01:08:42 -08:00
Woosuk Kwon d00df624f3 [Model Runner V2] Minor refactoring for penalties (#34662)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:43:00 -08:00
Woosuk Kwon 9752da9d9c [Model Runner V2] Minor simplification for BadWordsState (#34669)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:27:24 -08:00
Woosuk Kwon 04925b2202 [Model Runner V2] Minor cleanup for PP (#34666)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:15:31 -08:00
Woosuk Kwon d74278fb67 [Model Runner V2] Fix unintended CPU-GPU sync in make_dummy (#34667)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:00:29 -08:00
haosdentandMichael Goin b68fd899d1 [Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-16 17:58:49 -08:00