Commit Graph
6615 Commits
Author SHA1 Message Date
Yongye ZhuandClaude Opus 5.5 a6009ea85b [Kernel][Build] Bump DeepGEMM to the 26/09/30 release and adapt the sparse indexer (#61149)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-12 23:24:43 -07:00
380638afbb [Model] Add Clef-Flash support (#61308)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-13 05:46:37 +00:00
Divakar VermaandClaude Sonnet 5 f7ba007b5e [ROCm][MoE] Split AiterExperts by weight-quantization key (#60322)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-10-13 00:13:33 -05:00
Mookandcjackal 5555a2d8f7 [Bugfix][Model] Fix EXAONE-4.5 image inputs: ViT received un-normalised pixels (#61104)
Signed-off-by: godmook <cmoh4135@naver.com>
Co-authored-by: cjackal <44624812+cjackal@users.noreply.github.com>
2026-10-13 13:02:12 +08:00
Woosuk KwonandClaude Opus 5.5 f47792af7f [Model Loader] Make dummy weight init dtype-aware (#61134)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 18:33:26 -07:00
189bbfb9f4 Add MoNe experts pruning support (#50415)
Signed-off-by: Ilya Boytsov <ieboytsov@nebius.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Ilya Boytsov <ieboytsov@nebius.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 23:18:43 +00:00
deedc7be00 [Perf][Humming] Skip the redundant MoE input copy before the w13 GEMM (#59340)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-12 20:24:12 +00:00
SeongJun LeeandNing Xie 56e3b081ae [Bugfix][weight loader] Stop warning when a parameter only widens the weight (#60020)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
2026-10-12 14:33:31 -04:00
fululi12Claude Opus 5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>lifulu
8055293353 [ROCm][MLA] Cut ~21x host dispatch from the MLA metadata build (#58381)
Signed-off-by: lifulu <fululi12@amd.com>
Signed-off-by: lifulu <lifulu@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: lifulu <lifulu@users.noreply.github.com>
2026-10-12 13:11:20 -05:00
Woosuk KwonandClaude Opus 5.5 e1a5086256 [Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 10:41:07 -07:00
Misha GoinandClaude d79b52b182 [Misc] Consolidate csrc shared headers and prune dead code (#60721)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-12 09:46:22 -07:00
e0317b28ce [Feature] Support batch invariance on ROCm (#52231)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-10-12 10:53:26 -05:00
Hoai VoandClaude Opus 5.5 f3cb10b690 [Model][LoRA] Enable LoRA support for BERT and RoBERTa embedding models (#61033)
Signed-off-by: hoaivoke <vokehoai@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 14:09:53 +00:00
Shang WangandClaude Opus 5.5 716961cf1f [Bugfix] Drop enable_in_kernel_fc2_reduce from FlashInfer CuteDSL MegaMoE config (#59900)
Signed-off-by: Shang Wang <samshang.wang@mail.utoronto.ca>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 09:05:09 -05:00
Ilya Markov b3ee560ae8 [Bugfix][MoE] Apply expert_map remapping for CUTLASS FP4 MOE expert parallel (#59042)
Signed-off-by: Markov Ilya <markovilya197@gmail.com>
2026-10-12 10:02:56 -04:00
092c35dd15 [Model] Support Cloudflare/clef-omni on /v1/systemone (#61064)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-12 21:27:34 +08:00
Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> c75cb63cd2 [Qwen4Exp] support Sequence Parallelism for Qwen3.8-Flash-Next (#56322)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-12 20:56:44 +08:00
MatthewCYM f7a3a7265f [Bugfix][Multimodal] Fix Qwen3-ASR audio preprocessing parity (#57146)
Signed-off-by: MatthewCYM <chenyiming0v0@gmail.com>
2026-10-12 10:42:51 +00:00
Yan Ma e05201aa2e [XPU] refine memory release for sleep mode (#61158)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-10-12 16:59:38 +08:00
Michał GanczarenkoandClaude Opus 5.5 03091e28b8 [Bugfix] Read Ling quantization_config from top-level config for Bailing V3 VL (#59026)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-12 09:25:29 +08:00
Laith Sakka cc9b0f097d [Fix] MiniMax: fix CUDA IPC handle exchange on cuda-bindings >= 13.4 (#60917)
Signed-off-by: Laith Sakka <lsakka@meta.com>
2026-10-11 20:38:56 -04:00
Nick Hill 3fe917abb1 [Bugfix][MRV2] Fix FlashInfer attention and ReplaySSM warmups on MRV2 (#61013)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-10-11 16:04:41 -07:00
3e8e1364ff [Perf][GLM-5.3-Flash] Shard long-context indexer prefill rows across TP (#54951)
Signed-off-by: Zheng Cai <8370601+zigzagcai@users.noreply.github.com>
Signed-off-by: Zheng Cai <caizheng1993@gmail.com>
Signed-off-by: Codex <noreply@openai.com>
Co-authored-by: root <root@rjob-fb29567b88fec0a9-88c9a4c797eb2ec1-0.caizheng.ailab-sys.svc.pjlab.local>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: zigzagcai <zigzagcai@users.noreply.github.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-10-11 10:43:37 -04:00
tc-mbandCyrus Leung c85616efc6 [Model] Support MiniCPM-V 4.7 (#58674)
Signed-off-by: tc-mb <tianchi_cai@icloud.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-11 10:21:10 +00:00
ef42b4385f [Bugfix] Reclaim cached GPU memory during weight loading (#57516)
Signed-off-by: Debanshu Das <debanshu@google.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
2026-10-11 07:03:06 +00:00
Bruno VolpatoandCodex 61f084b5f3 [Bugfix][Multimodal] Fix per-video cache option reuse (#55203)
Signed-off-by: bvolpato <brunocvcunha@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
2026-10-11 06:21:55 +00:00
Nick Hill f8471164bf [MRV2] Detatch weight-reload logic from MRV1 (#60937) 2026-10-10 21:15:05 -07:00
f2376cdc4d [Fast Start] Preload the FlashInfer autotune table on the weight cache daemon (#60085)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-10 15:48:06 +00:00
Wentao Ye 3709632ff2 [Refactor] Remove dead code multiple places (#60120)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-10-10 15:41:10 +00:00
Mook bf16c9c139 [Bugfix][Model] K-EXAONE: restore loading of pre-2.0 configs and apply RoPE to the MTP layer (#60187)
Signed-off-by: godmook <cmoh4135@naver.com>
Signed-off-by: Mook <68294499+Godmook@users.noreply.github.com>
2026-10-10 15:05:55 +00:00
SeongJun Leeandlesj0610 a98247ab4d [Model] Drop the 4x M-RoPE cache headroom for Qwen3-VL, Qwen3.5 and Qwen3.8 (#59853)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
2026-10-10 06:51:52 +00:00
SeongJun LeeandIsotr0py 699c892dd5 [Perf] Skip the M-RoPE warmup when every holder of the RoPE fuses it (#60246)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-10 06:47:39 +00:00
liuzhenweiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> ff440c7805 [BreakableCG] Add eager break for Mamba-family ops (#57881)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-10 14:06:57 +08:00
Andreas KaratzasandClaude a205fb3177 [Bugfix][Model] Restore AXK1 config defaults dropped with the vendored config (#60954)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-10 05:54:52 +00:00
devpramodandClaude Opus 5.5 46fb84c2d4 [Model] Support EAGLE3/DFlash aux hidden states for Granite (#60855)
Signed-off-by: Pai, Pramod <pramod.pai@intel.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-10 13:34:10 +08:00
linitra24 364bc81a9e [Bugfix][LoRA] Fix GPT-OSS gate/up interleaving with mixed MoE LoRA formats (#60812)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
2026-10-10 12:52:51 +08:00
Guancheng FuandKunshang Ji acec1b1d84 [Bugfix][XPU] Remove stale W4A8 weight after repacking (#57511)
Signed-off-by: Guancheng Fu <guancheng.fu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-10-10 04:27:35 +00:00
2d69083c4a [ROCm][MXFP4] Align the AITER W4A4 MoE intermediate size to 128 (#55104)
Signed-off-by: xiaofei.zheng <xiaofei.zheng@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Fangzhou Ai <31551580+Fangzhou-Ai@users.noreply.github.com>
2026-10-10 11:14:01 +08:00
02aa10539f [Bugfix][ModelLoader] Make enable_weights_track check quantized layers (#57108)
Signed-off-by: siliangchen-amd <SiLiang.Chen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-10-10 10:44:06 +08:00
02e55d2af3 [KV Cache] GLM-5.3-Flash: use the generic packed KV layout; CircularBufferSpec tail with speculative ring slots (#57169)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-10-09 15:48:37 -04:00
Ning XieandSimon Mo a0f28d73a8 [sharded state loader] support pp in sharded state loader (#52110)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2026-10-09 11:08:31 -07:00
Juan Pérez de Algabaandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 3d52578e13 [Security] Do not retain Phi-4 MM audio attention matrices (#60614)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-09 22:23:35 +08:00
Yan Ma c17fadcfdc [XPU] fix fused_input_norm for MM (#59865)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-10-09 20:16:35 +08:00
YiSheng5andKunshang Ji 0cc0460870 [XPU]Fix the accuracy issue when meet topk_ids=-1 on DP+EP scenarios (#57787)
Signed-off-by: yisheng <yi.sheng@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-10-09 20:01:54 +08:00
Damien LaineandCyrus Leung 2186b89a9a [Bugfix][Model] Voxtral realtime: fix boot OOM and engine crash at max_model_len (#45022)
Signed-off-by: Damien Laine <damien.laine@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-09 17:40:29 +08:00
Harry MellorandClaude Opus 5.5 2c99ee9333 [Chore] Remove vendored code made redundant by Transformers 5.16.1 (#60623)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-09 09:29:03 +00:00
19c0bed584 [Fusion] Support 3D activation quantization fusion and enable it for Pixtral (#59612)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-09 15:12:03 +08:00
Paweł MańczakandKunshang Ji f0a5f111f2 [XPU] Add tuned Mamba SSU configs for Intel Arc Pro B60 (#56765)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-10-09 14:29:29 +08:00
Nishant RevurandClaude 581692cc0f [Bugfix][Spec Decode] Fix multimodal embedding merge in Llama 4 and Mistral Large 3 EAGLE drafters (#57633)
Signed-off-by: Nishant Revur <kumrfni@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-09 01:44:50 +00:00
Misha GoinandClaude e3a29aa9b3 [Bugfix][MoE] Size the permute scratch from its inputs (#60447)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-08 15:32:07 -04:00