Commit Graph
10211 Commits
Author SHA1 Message Date
Cyrus Leung f9ac19204f [V0 Deprecation] Remove unused MM placeholders in request output (#34944)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-20 06:19:23 -08:00
Vadim Gimpelson 59965affbd [BUGFIX] Fix _dummy_run missing prepare_inputs_event synchronization (#34866)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2026-02-20 05:54:27 -08:00
Kevin McKayandLu Fang 8de7c636cc [Bugfix][Hardware][AMD] Fix ROCM_AITER_FA speculative decoding support (#32877)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
2026-02-19 22:25:46 -08:00
Frank WangandWentao Ye 059779231f [Minor] Add logging when using MXFP4 MXFP8 TRTLLM backend (#34916)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-02-19 22:07:57 -08:00
ea37530b47 [Models] LFM2: Support LoRA (#34921)
Co-authored-by: Piotr Mazurek <piotr635@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-02-19 22:07:23 -08:00
07cab212f0 [Misc] Add deprecated environment variable utilities (#33677)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-19 21:33:25 -08:00
Varun Chawla 676f82ae81 Add validation to reject non-text content in system messages (#34072)
Signed-off-by: Varun Chawla <varun_6april@hotmail.com>
2026-02-19 21:30:33 -08:00
81bfc21a6a [Model Bash]: Improve FP8 Oracle for Config Specific Kernel Selection (#34260)
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2-redhat@h100-02.nemg-001.lab.rdu2.dc.redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2-redhat@h100-02.nemg-001.lab.rdu2.dc.redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
2026-02-19 21:29:08 -08:00
Bowen Bao d9e62c03eb [Quark] Fix MoE fp8 activation scale handling on mi300 (#34386)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
2026-02-19 21:27:14 -08:00
Cyrus Leung ac900c89bb [Refactor] Implement output type check in LLM (#34794)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-19 19:57:55 -08:00
Mark McLoughlin 76df6072ff [Core] Fix state names in pause_scheduler() (#34840)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2026-02-19 17:21:46 -08:00
Nick Hill 40b2f1c3d9 [Model Runner V2] Minor CPU optimizations (#34856)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-19 16:05:37 -08:00
Michael Goin f72061a19a [UX] More descriptive reasons in is_supported_config for MoE (#34908)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-02-19 15:20:52 -08:00
Matthew BonanniandRobert Shaw 662205d34e [Bugfix] Fix Basic Models Test (#34818)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-02-19 14:49:07 -08:00
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