Commit Graph
5024 Commits
Author SHA1 Message Date
TJian 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 Goin 10d264a2b9 Revert "[Misc] add humming to dependencies" (#43492) 2026-05-23 14:21:13 -07:00
Siddharth BedekarandOpenAI Codex 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
Hua HuangandIsotr0py 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
GuangYaoZheng 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 Chen 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 Ibrahim 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
Qiming ZhangandKunshang Ji 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
Ma JianandKunshang Ji 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 Karatzas 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 Alroy 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
Ma JianandKunshang Ji 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 Mittal 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
haosdentandmergify[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 Perevedentsev 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
Isotr0py 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
sychen52 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
Keyi LiandKeyi Li 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
Ma JianandKunshang Ji 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
wangxiyuan 7e1b45a092 [Attention] Mamba attention module refactor (#41126)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2026-05-22 17:13:12 +08:00
haosdent 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-mb 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 F e746a2eebf [Model] Use AutoWeightsLoader for Voyage (#42972)
Signed-off-by: Furkan Fidan <dev@yufufi.com>
2026-05-22 05:28:23 +00:00
Xiaochang WuandKunshang Ji 8c8b1825eb [XPU] Enable multiple key kernels for sparse attention (#37888)
Signed-off-by: Xiaochang Wu <xiaochang.wu@intel.com>
Signed-off-by: Wu, Xiaochang <xiaochang.wu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-22 12:02:51 +08:00
Chengze FanandLu Fang 2998a047aa [Bugfix] Fix DSV4 Base model swiglu limit issue in FP8 path (#42855)
Signed-off-by: Chengze Fan <chengze@meta.com>
Signed-off-by: Chengze Fan <fancz2002@gmail.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
2026-05-21 19:43:01 -07:00
17b69828a0 [Core] Add native ModelExpress load format (#43105)
Signed-off-by: Zheng Luo <zheluo@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-05-21 16:05:01 -04:00
Wentao Ye b29cbf0652 [Perf] zeros -> empty to remove additional fill (#42988)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-05-21 16:00:29 -04:00
Michael Goin 9b54e50e2c [Deprecation] Mark env vars covered by --moe-backend / --linear-backend (#43148)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
2026-05-21 12:51:12 -07:00
Wentao YeandIsotr0py 68e07d5916 [Bug] Fix ci issue assert output_size is not None AssertionError (#43261)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-05-21 16:58:09 +08:00
zhangxin81 edafea3555 Fix FlashInfer TRTLLM NvFP4 monolithic MoE routing (#43223)
Signed-off-by: zhangxin81 <115389973+zhangxin81@users.noreply.github.com>
2026-05-21 01:17:12 -07:00
zexplorerhjandzexplorerhj b719b1635b Update KDA chunk prefill decay to use exp2 semantics (#43195)
Signed-off-by: zexplorerhj <19794632+zexplorerhj@users.noreply.github.com>
Co-authored-by: zexplorerhj <19794632+zexplorerhj@users.noreply.github.com>
2026-05-21 01:16:27 -07:00
Luciano MartinsandLuciano Martins 2b75a73b8e [Perf][Gemma4] Batch vision encoder calls for image and video processing (#43169)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2026-05-20 21:22:06 -07:00
e45df8c3f7 [Bugfix] Fix Qwen3.5 GatedDeltaNet in_proj_ba Marlin failure at TP>=2 (#36329)
Signed-off-by: Adi McM Sonus Flow <biuro@sonusflow.pl>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 21:22:01 -07:00
Michael Goin 5774aad9c5 [Perf][gpt-oss] Downgrade triton_kernels to v3.5.1 (#43135)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-05-20 14:13:12 -07:00
Flora Feng 2a43b407c5 [Bugfix][CI] Add missing import of pad_nvfp4_activation_for_cutlass in flashinfer (#43237)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-05-20 11:59:12 -07:00
Wentao YeandMatthew Bonanni 53ff50fcd3 [Perf] Optimize CutlassFP8ScaledMMLinearKernel when padding needed by pre-weight processing, 13.5% TTFT improvement (#42651)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-05-20 11:57:42 -07:00
meena-at-workandClaude Sonnet 4.6 363fc84407 Integrate flashinfer b12x MoE and FP4 GEMM kernels for SM120/121 (#40082)
Signed-off-by: Meenakshi Venkataraman <meenakshiv@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-20 17:21:11 +00:00
Dipika Sikka df84fb07a6 Remove additional dead code as a follow-up to #42889 (#43144)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
2026-05-20 10:01:45 -04:00
Benjamin Chislett 0a508743d4 [Spec Decode] Support non-MTP speculation for NemotronH (#43130)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2026-05-20 09:15:52 -04:00
Artem Perevedentsev 1cb224430b [GDN] Enable FI Blackwell GDN prefill kernel (#40717)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-05-20 01:46:55 -07:00
Max de Baysergemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>wang.yuqi
117afeea46 Fix error in Dynamic NTK scaling (#41277)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-05-19 17:27:54 -04:00
Doğaç Eldenk 1242196295 [Model] Support post-norm architecture for EAGLE-3 supeculators (#42764)
Signed-off-by: Doğaç Eldenk <dogacel@gmail.com>
2026-05-19 13:39:00 -07:00
Wei Zhaoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 9aaf83ef50 [CI failure] Temporarily disable using persistent cache for flashinfer autotune (#43119)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-05-19 11:44:32 -07:00
Jinzhen Lin 8200fbe1ac [Misc] add humming to dependencies (#42540)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2026-05-19 08:36:47 -07:00
Wang Yiwen 1c6158083a [Model] Openvla support (#42654)
Signed-off-by: Wang Yiwen <121547057+yiwen101@users.noreply.github.com>
2026-05-19 08:17:42 -07:00
Nick Hill b82e908b4c [Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-05-19 10:35:54 -04:00
Shanshan Shen ef54a4d604 [Misc][MM] Remove redundant code in CLIPAttention (#43046)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-05-19 08:43:16 +00:00
Taneem Ibrahim 4a4fdabe28 [Misc] Aligning tokwise pooler heads for consistency (#43041)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-05-19 06:16:42 +00:00