Commit Graph
5049 Commits
Author SHA1 Message Date
Dakai AnandGitHub 5963c19478 Fix Qwen3-VL and Qwen3-omni-thinker accuracy degradation from deepstack inputs under torch.compile (#43617)
Signed-off-by: Dakai An <dakaian108@gmail.com>
2026-05-27 15:34:08 -07:00
206b72c982 [Quantization] Fix Humming RoutedExperts import (#43540)
Signed-off-by: Minh Vu <vuhoangminh97@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-05-27 10:51:56 -07:00
jatseng-aiandGitHub 05c50c721e [ROCm] mori: add InterNodeV1LL inter-node kernel selection via VLLM_MORI_INTERNODE_KERNEL (#41751)
Signed-off-by: jatseng-ai <jatseng@amd.com>
2026-05-28 00:33:32 +08:00
2272062471 [Kernel] Enable TritonW4A16LinearKernel as CUDA fallback for non-Marlin-aligned W4A16 shapes (#43731)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2026-05-27 18:36:27 +08:00
akii96andGitHub de12f5ca0b [ROCm][GPT-OSS] Avoid repeated compile-time cos_sin_cache.to(bf16) casts in rotary path (#42833)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
2026-05-27 16:22:27 +08:00
Nico HolmbergandGitHub 7b54690244 [ROCm][Perf] Expose AITER MoE sorting dispatch policy via env var (#39177)
Signed-off-by: nholmber <nholmber@users.noreply.github.com>
2026-05-27 13:11:02 +08:00
Xin YangandGitHub d8eebe6d97 [Perf] Optimize Fp8BlockScaledMMLinearKernel input_scale tensor using new_empty() (#43677)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2026-05-26 19:55:52 -07:00
Andreas KaratzasandGitHub 5bdb181df5 [ROCm][CI] Fix ROCm multimodal Qwen2.5-VL activation compile and Phi4MM ragged image mask handling (#43647)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-05-26 19:53:34 -07:00
Jee Jee LiandGitHub 6e503868ca [Kernel] Porting fuse_minimax_qk_norm to manual fusion (#43410)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-05-26 13:16:03 -07:00
Wei-Ming ChenandGitHub 6f5b533241 Add LM head quantization support for ModelOpt (#42124)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
2026-05-26 09:21:05 -07:00
f51bbc694d [MoE Refactor] W4a8 int8 oracle (#42789)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-05-26 11:15:42 -04:00
b226ddacfd [MoE Refactor] Migrate ModelOptMxFp8FusedMoE to oracle (#42768)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-05-26 11:14:14 -04:00
Mohammad Miadh AngkadandGitHub a970fb5a1a Fix CuPy runtime deps and restore humming (#43530)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
2026-05-26 05:59:40 -07:00
ebd0692f80 [Model] Use AutoWeightsLoader for InternLM2 (#38278)
Signed-off-by: Jesus De Jesus <dejesus.9297@gmail.com>
Signed-off-by: javierdejesusda <javier.dejesusj9@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-05-26 03:39:26 -07:00
97e4022c6c [Bugfix] Apply fc_norm in Eagle3DeepseekV2 combine_hidden_states (#43482)
Signed-off-by: Yubo Wang <yubowang2019@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-05-26 00:46:10 -07:00
Hank_andGitHub b3269454b1 [chores][log] change registry log from warning to debug (#43045)
Signed-off-by: Hank <hcc.mayday@gmail.com>
2026-05-26 00:13:46 -07:00
Thien TranandGitHub d56612c621 [GDN] GDN Prefill kernel for SM100 (#43273)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-05-26 14:02:11 +08:00
6f955986e1 [Bugfix][Model] Fix GPT2ForSequenceClassification sub-module prefix (#43579)
Signed-off-by: QingZhou-YangHY <3868850350@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-05-25 22:43:19 -07:00
Yan MaandGitHub f815c99954 [Bugfix] fix device mismatch in MiniCPM-o-4_5 resampler (#43194)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-05-26 13:12:50 +08:00
Jee Jee LiandGitHub ec5de7fa7d [LoRA] Add one shot triton kernel For MoE LoRA (#42290)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2026-05-25 19:47:04 -07:00
Jee Jee LiandGitHub d4004455d2 [Kernel] Remove NormGateLinear (#43554)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-05-25 09:49:19 +00:00
YihukiGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
5c1aec3dc0 Reduce memory usage for granite_speech. (#42933)
Signed-off-by: Yihuki <wangbovbvb@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-25 14:12:57 +08:00
weizhoublueandGitHub 6cbe448eed fix: MoE model using shared routed experts crashes on AMD GPUs (#42373)
Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>
2026-05-25 12:03:05 +08:00
Jee Jee LiandGitHub b06813e872 [Kernel] Add mhc_pre_big_fuse_with_norm_tilelang (#43474)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-05-25 01:19:45 +00:00
d56285c747 Tuning script and configs for Triton Mamba SSU kernel (#43083)
Signed-off-by: Banani Ghosh <bg2502@nyu.edu>
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Banani Ghosh <bg2502@nyu.edu>
2026-05-24 20:12:44 +03:00
TJianandGitHub 1806d1adfc [ROCm] [DSv4] [Perf] Support DeepSeek v4 MTP (#43385)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-05-24 18:43:08 +08:00
Michael GoinandGitHub 10d264a2b9 Revert "[Misc] add humming to dependencies" (#43492) 2026-05-23 14:21:13 -07:00
4438b6e7dc [MoE] Migrate W4A8 CT to oracle kernel setup (#42680)
Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-05-23 13:56:01 -04:00
a0be71ee47 [MM] Enable FlashInfer metadata support for Qwen2.5-VL vision attention (#42787)
Signed-off-by: Hua Huang <huah@nvidia.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-05-23 16:08:40 +00:00
5bb8d2767a [Kernel] Batch invariant NVFP4 linear using cutlass (#39912)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-05-23 09:41:12 -04:00
GuangYaoZhengandGitHub 3f3e862681 fix(eagle3): read norm_before_fc from eagle_config for NVIDIA checkpoint (#42143)
Signed-off-by: FERRARIZHENG <popkart06@gmail.com>
2026-05-23 08:21:34 +00:00
Wei-Ming ChenandGitHub 09a219c075 [ModelOpt] Support Qwen3.5/3.6 VLM quantized prefix mapping (#42546)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
2026-05-23 06:23:31 +00:00
Taneem IbrahimandGitHub 3a1c062151 [Misc] Added missing return type annotations to improve mypy and IDE tooling (#43383)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-05-23 13:28:22 +08:00
54d153637b [XPU] reudce host overhead of XPU MOE (#42915)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-23 13:09:34 +08:00
a5bbd81e2e [XPU]feat: enable FP8 block-scaled quantization on XPU (#42952)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-23 12:33:18 +08:00
Andreas KaratzasandGitHub d28bdf9344 [ROCm][CI] Fix ROCm LoRA Transformers fallback with full CUDA graphs (#41577)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-05-23 04:31:32 +00:00
Itay AlroyandGitHub 6d30655b13 elastic_ep: stage/commit MoE quant method on reconfigure (#40881)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
2026-05-22 18:57:26 -04:00
8de5cabeb7 [XPU]fix: add XPU platform guards to DeepSeek-V4 ops (#42950)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-23 06:29:45 +08:00
Juhi MittalandGitHub e203006a8b [Quantization][ModelOpt] W4A16 NVFP4 fused MoE + mixed-precision dispatch (#42566)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
2026-05-22 20:51:49 +00:00
haosdentGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4e597b7491 [Bugfix] Clear error message for FP8 torchao quantization on unsupported GPUs (#36854)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-22 20:09:17 +00:00
Artem PerevedentsevandGitHub 23f7b11bf4 [Bugfix] Detect wrong libcute_dsl_runtime.so variant in FlashInfer GDN (#43427)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-05-22 19:33:33 +00:00
Isotr0pyandGitHub f0feb15e7f [Multimodal] Simplify ViT CUDA graph interfaces (#41234)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-05-22 22:31:00 +08:00
sychen52andGitHub fb21d8b4f9 Add NVFP4 MOE support for Deepseek V4. (#42209)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
2026-05-22 07:21:51 -07:00
79ff0ffa98 [BugFix] wire make_empty_intermediate_tensors on AyaVision and Voxtral (#43118)
Signed-off-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Keyi Li <likey6688@gmail.com>
2026-05-22 05:26:41 -07:00
b3c7ffcab8 [Misc] Replace assert with proper exceptions for security and validation in pooling (#43286)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-05-22 18:43:33 +08:00
d3d1cf6972 [XPU]feat: add XPU fallback for MoE topk routing and MXFP4 backend (#42951)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-22 10:22:45 +00:00
wangxiyuanandGitHub 7e1b45a092 [Attention] Mamba attention module refactor (#41126)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2026-05-22 17:13:12 +08:00
haosdentandGitHub 025d4f5cd2 [CI] Fix "test_awq_load[gemma4-moe-*]" failure (#43296)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-05-22 07:13:59 +00:00
tc-mbandGitHub fa1ff88b31 [Model] Fix MiniCPM-V 4.6 vit_merger qkv weight loading (#43213)
Signed-off-by: tc-mb <tianchi_cai@icloud.com>
2026-05-21 22:44:06 -07:00
Furkan FandGitHub e746a2eebf [Model] Use AutoWeightsLoader for Voyage (#42972)
Signed-off-by: Furkan Fidan <dev@yufufi.com>
2026-05-22 05:28:23 +00:00