Commit Graph
3225 Commits
Author SHA1 Message Date
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 16:44:29 +00:00
linitra24 ca542ee154 [Model][LoRA] Enable LoRA support for ModernBertModel (#57148)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
2026-09-16 14:16:09 +00:00
Harry Mellormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Claude Opus 5
ec4a3a5370 [CI] Bump Transformers version to 5.17.0 (#56108)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 06:34:16 -07:00
Harshit KediaandClaude Opus 5 6a2fdf9ac6 [Model] Optimize Sarvam MLA routing and preserve FP32 router logits (#56034)
Signed-off-by: Harshit Kedia <harshit@sarvam.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 20:02:47 +08:00
Adababyandshaolila ceb87de065 [Misc] Remove no-op self-assignments across vLLM (#55988)
Signed-off-by: shaolila <shaolila@buaa.edu.cn>
Co-authored-by: shaolila <shaolila@buaa.edu.cn>
2026-09-16 02:17:07 -07:00
35f6047c1a [XPU][Bugfix] Fix Qwen2-Audio ValueError on audio clips longer than 30s (#56912)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-16 16:54:02 +08:00
danisereb a31ec3a68b [LoRA][Nemotron] Add LoRA support for Nemotron VL models (for the language model only) (#56231)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
2026-09-15 21:20:28 -07:00
Marceli FylcekandKunshang Ji ccbaed5b91 [XPU] Route to fused_qk_rmsnorm_rope_gate triton kernel (#56096)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-16 11:05:54 +08:00
Nick Hill f2aad6aa70 [MRV2] Buffer util simplifications (#56888)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-09-15 20:36:51 +00:00
9446ea1680 [Bugfix][Spec Decode] Only create draft_id_to_target_id when draft vocab differs (#53458)
Signed-off-by: drslark <slarksblood@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: GLM-5.3 <glm@z.ai>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-15 14:59:02 +00:00
Abhinav VermaandClaude Opus 5 1e47ec00d2 [Bugfix][Gemma 4] Don't read fft_length when profiling unified audio (#56721)
Signed-off-by: Abhinav Verma <verma.abhinav275@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 14:57:32 +00:00
Junhao ShenClaude Opus 5Misha Goinmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4bac767695 [Perf][Nemotron] Skip redundant latent-MoE all-reduce at TP>1 (~13% decode win) (#52301)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-15 07:33:51 -07:00
aoshen02 eb61707851 [Bugfix] Fix stale HPC QK-norm weights after weight refit (#56706)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-09-14 21:34:41 -07:00
Nicolò LucchesiandJorge Gallego Feliciano 995e8581f4 [Model] Voxtral Realtime: add support for CUDAGraphMode.FULL_DECODE_ONLY (#51167)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Jorge Gallego Feliciano <jorge.gallego@mistral.ai>
2026-09-14 19:16:39 +00:00
Samuel NordmannmgoinClaude Opus 4.8ElizaWszolaOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
03dc26e639 [Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-14 10:26:15 -07:00
b3124a8237 [Model] Add support for Nanbeige4.2 (transformers backend) (#56071)
Signed-off-by: zqlcode <lizongqiang@kanzhun.com>
Signed-off-by: zql <37731799+zqlcode@users.noreply.github.com>
Co-authored-by: zqlcode <lizongqiang@kanzhun.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-14 15:06:01 +00:00
Orestis ZambounisBenjamin Chislettmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Claude Opus 5
c676e4930b [Spec Decode] Fix Qwen3 DSpark d2t requirement for padded-vocab drafts (#55133)
Signed-off-by: Orestis Zambounis <23146389+orestis-z@users.noreply.github.com>
Signed-off-by: Orestis Zambounis <orestis.zambounis@gmail.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-14 10:07:07 -04:00
linitra24 9d4d9aa5bc [LoRA][Refactor] Unify multimodal LoRA token count hooks (#55071)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
2026-09-14 13:19:15 +00:00
arkohutandHarry Mellor 6623fe5b4e [Bugfix] MiniCPM-V 4.6: fix ViT self-attn qkv weight loading (#49417)
Signed-off-by: arkohut <39525455+arkohut@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-14 13:18:55 +00:00
Ronald e0c04c7b4d [Bugfix][Models] Fix OpenPangu sleep mode with static sinks (#53696)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
2026-09-14 21:05:47 +08:00
Bugen Zhao cf1584f373 [Refactor] Normalize DeepSeek V4.1 model package naming (#56741)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-13 23:17:50 -07:00
YleanandCodex a987777755 [Bugfix][Gemma4] Keep image kwargs out of video preprocessing (#56652)
Signed-off-by: Ylean <61880605+Woolgathererer@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-13 09:07:12 +00:00
Taneem Ibrahim a0914ab7d0 [Nano-Nemotron] Fix Nano-Nemotron precomputed multimodal embeddings (#56398)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-12 09:07:10 -04:00
d43bb2f37f [3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-09-12 00:36:47 -04:00
Chris EastwoodNick Hillmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
6fe67cbbf3 [Spec][V2] Support MTP speculative decoding under pipeline parallelism (#46994)
Signed-off-by: Chris Eastwood <chris.eastwood@pwn4g3.dev>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-11 17:55:21 +00:00
Wentao Ye 5fe77aecfc [Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-09-11 08:17:02 -07:00
labAxiaoming a5b714eee4 [Bugfix] Fix Qwen3-VL and Cosmos3-Edge text architectures for CPU and pipeline parallelism (#53699)
Signed-off-by: xiaoming <1259730330@qq.com>
2026-09-11 05:58:15 -07:00
Yuxuan Zhang 89dbb26445 [Bugfix] Fix GLM-OCR MTP position masking during CUDA graph capture (#56447)
Signed-off-by: zRzRzRzRzRzRzR <Yuxuan.Zhang2@liverpool.ac.uk>
2026-09-11 12:31:10 +00:00
e77daef89e [Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-11 02:11:19 -07:00
Zhicheng LiuOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
fbf51c7026 [Bugfix] Fix FlashInfer KV sharing with omitted K/V (#55864)
Signed-off-by: zhicheng Liu <lzc021026@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-10 23:07:52 -07:00
Alexander CrettenandandClaude 7d8d71e989 [Bugfix] Qwen3-VL(-MoE): pass architectures to with_hf_config for pipeline parallelism (#43272)
Signed-off-by: Xonder <xonder@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-10 14:49:35 +01:00
Taneem Ibrahim f9083cb83a [Mypy] Fix typing for R/S models (#54157)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-10 09:43:08 -04:00
YoavMironandBenjamin Chislett 40e6042ec8 [Feature][Spec Decode] MTP with separate (possibly quantized) lm head for nemotron (#54574)
Signed-off-by: Yoav Miron <yomiron@nvidia.com>
Signed-off-by: YoavMiron <yomiron@nvidia.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
2026-09-10 08:26:31 -04:00
6fd08c45e6 [XPU][Bugfix] Fix FalconH1 pipeline-parallel execution (#55913)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-10 17:47:29 +08:00
zexplorerhjCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
fe26c705f7 [Model] Add Bailing V3 VL support (#55921)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-10 02:46:56 -07:00
Yunzhu LuandIsotr0py 442d36031c [MM][CG] Enable encoder CUDA Graph for MiniCPM-V (#42785)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-10 06:28:48 +00:00
Colin Z 588a813a60 [ROCm] [BugFix] Fix AITER MXFP4 ASM-GEMM crash on unfused shared experts (#55213)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
2026-09-10 05:23:36 +00:00
cjackalmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Isotr0py
22d95d1adc [Bugfix] Make mm_device_do_normalize encoder-cudagraph safe (#55370)
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: Isotr0py <Isotr0py@outlook.com>
2026-09-10 01:43:22 +08:00
Andrii SkliarAndrii Skliarmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
83fe99399e [Spec Decode] Add NVFP4 DSpark gathered top-k projection (#55713)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-09 17:33:46 +00:00
Harry MellorandClaude Opus 5 42d76ee35a [Docs] Fix griffe docstring indentation warning in SupportsMRoPE (#56112)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-09 10:11:40 -07:00
Harry MellorandClaude Opus 5 719284fe15 [Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-09 09:23:30 -07:00
Thomas OrtnerandHarry Mellor e509d32b5a [Transformers backend] Enable QKV-Fuser for Gemma4 (#55690)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Ortner <bohnstinglthomas@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-09 14:46:31 +01:00
abrahamzewoudie 08b3e67b66 [ROCm][Perf] Fix Qwen3-vLLM audio encoder TP when heads are not divisible by TP size (#45900)
Signed-off-by: abrahamzewoudie <azewoudi@amd.com>
2026-09-09 13:28:24 +00:00
Taneem Ibrahim 5af4cc33ec [Bugfix] Fix OpenPangu multimodal embedding merge (#55941)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-08 23:53:59 +00:00
c0d8d5413e [Transformers] Generalize merged-column linear fusion (#55301)
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
Roderick Wuandmgoin 2c9d68f80b [Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
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
Mohit SinglaandCodex 613ab20f7f [Model] Enable torch.compile for Sarvam MLA (#55817)
Signed-off-by: mohit-sarvam <mohit@sarvam.ai>
Co-authored-by: Codex <noreply@openai.com>
2026-09-08 22:01:30 +08:00
414057a3d3 [Bugfix] Apply attention sinks in the Transformers backend (#52156)
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)
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
Subhash Polisetti 782f36cd0c [Bugfix][InternVL] Stop the video parser consuming image_embeds (#55779)
Signed-off-by: subhash polisetti <subhashr161347@gmail.com>
2026-09-08 05:19:41 +00:00