biondizzle/vllm
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity
15,652 Commits 2 Branches 140 Tags
main
Commit Graph

15652 Commits

This Branch
This Branch
All Branches
Author SHA1 Message Date
Mieszko Dziadowiec
bf8b022e60 [Intel][Triton] Support round_int8 for Intel backend (#38825) 
Signed-off-by: Mieszko Dziadowiec <mdziadowiec@habana.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-04-03 20:47:35 +08:00
xiangdong
40ee64c00e [XPU][CI] Skip test_topp_only and test_topk_and_topp cases on Intel GPU in CI (#38904) 
Signed-off-by: zengxian <xiangdong.zeng@intel.com>
 2026-04-03 20:44:52 +08:00
wufann
1b117cb0ac [ROCm] Fix aiter persistent mode mla with q/o nhead<16 for kimi-k2.5 tp8 (#38615) 
Signed-off-by: wufann <36477220+wufann@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-03 03:54:00 -07:00
Anton Ivanov
abebd9323d [CPU] Replace OMP initialization (#36487) 
Signed-off-by: Anton Ivanov <anton.ivanov@cambridgegreys.com>
 2026-04-03 18:42:43 +08:00
Hyeonki Hong
25f2b55319 [Frontend] feat: add streaming support for token generation endpoint (#37171) 
Signed-off-by: Hyeonki Hong <hyeonki.hong@moreh.io>
 2026-04-03 10:20:32 +00:00
xiangdong
cb4ff07f8b [XPU][CI] Skip test_topk_only cases on Intel GPU in CI (#38899) 
Signed-off-by: zengxian <xiangdong.zeng@intel.com>
 2026-04-03 09:50:41 +00:00
Gregory Shtrasberg
a7d79fa133 [ROCm][CI/Build] Fix the pytest hook to properly print out the summary (#38585) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-04-03 17:24:26 +08:00
Netanel Haber
fa9e68022d Fix Nano Nemotron VL regressions (#38655) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-04-03 15:22:06 +08:00
Isotr0py
5506435419 [Misc] Clean up Gemma4 implementation (#38872) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
v0.19.1rc0 		2026-04-03 05:47:02 +00:00
Yifan Qiao
311c981647 [MRV2][KVConnector] Fix missing build_connector_worker_meta (#38698) 
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
 2026-04-03 08:42:52 +03:00
Li, Jiang
21d7ecc5b0 [CI/Build] Add audio deps in Dockerfile.cpu (#38876) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-04-03 05:05:14 +00:00
Aaron Hao
4729b90838 [Bug] Add e_score_correction_bias to SKIP_TENSORS (#38746) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-04-02 21:15:05 -07:00
shunting314
8b141ed8c3 full cudagraph for flex-attn (#36298) 
Signed-off-by: shunting314 <shunting@meta.com>
 2026-04-02 21:15:01 -07:00
Varun Sundar Rabindranath
2ad7c0335f [Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B (#38306) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2026-04-02 21:14:57 -07:00
Bowen Bao
201d2ea5bf [CI][ROCm] Add Qwen3.5-35B-A3B-MXFP4 model eval into CI (#38664) 
Signed-off-by: Bowen Bao <bowenbao@amd.com>
 2026-04-03 04:05:45 +00:00
Bowen Bao
103f0de565 [ROCm][Quantization][1/N] Refactor quark_moe w_mxfp4 w/ oracle (#38774) 
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-04-03 03:29:57 +00:00
wliao2
32e0c0bfa2 refactor hard coded device string in test files under tests/v1 and tests/lora (#37566) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
 2026-04-03 11:21:47 +08:00
Itay Etelis
4a06e1246e [Perf] Batch KV cache swap copies via cuMemcpyBatchAsync (#38460) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
 2026-04-03 03:13:23 +00:00
Carl Y
3bc2734dd0 [Kernel] Fuse FP8 output quantization into merge_attn_states (#36518) 
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
 2026-04-03 01:47:04 +00:00
Carl Y
1f5ec2889c [mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205) 
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-02 21:16:11 -04:00
Yan Ma
ee3cf45739 [XPU] Initial support for GDN attention on Qwen3-next/Qwen3.5 (#33657) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-04-03 08:59:11 +08:00
Matthew Bonanni
05e68e1f81 [CI] Fix test_nixl_connector (#38838) 2026-04-02 17:52:13 -07:00
Vadim Gimpelson
771913e4a0 [Bugfix] Fix NVFP4+MTP crash: force unquantized mtp.fc for Qwen3.5 (#38832) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-04-03 04:45:57 +04:00
1096125073
71a9125c67 [New Model]: add support for telechat3 (#38510) 
Signed-off-by: xiayongqiang <xiayq1@chinatelecom.cn>
Co-authored-by: xiayongqiang <xiayq1@chinatelecom.cn>
 2026-04-03 08:26:22 +08:00
Nicolò Lucchesi
66e86f1dbd [Kernel] Mamba support different layout for Conv state (#37416) 2026-04-03 01:50:09 +02:00
Michael
bb39382b2b [Bugfix]: Fix Gemma4ToolParser.__init__() missing tools parameter (#38847) 
Signed-off-by: Michael Hospedales <hospedales@me.com>
 2026-04-02 14:35:19 -07:00
zhanqiuhu
7b743ba953 [CI] Fix: pass string cache_dtype in test_register_kv_caches (#38836) 2026-04-02 19:42:09 +00:00
Stefano Castagnetta
188defbd0b [CI] Add flashinfer.py to attention test source deps (#38792) 
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-04-02 19:24:29 +00:00
Luciano Martins
08ed2b9688 feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2026-04-02 11:13:28 -07:00
Yanan Cao
ecd5443dbc Bump helion dependency from 0.3.2 to 0.3.3 (#38062) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-02 10:59:33 -07:00
Stefano Castagnetta
58262dec6e [Bugfix] Fix test mocks after SM100 restriction in #38730 (#38791) 
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-04-02 13:12:58 -04:00
Lucas Wilkinson
cb3935a8fc [FA4] Update flash-attention to latest upstream FA4 (#38690) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-04-02 17:02:37 +00:00
Bowen Bao
82a006beeb [CI][ROCm] Add gpt-oss w4a8 in CI (#38292) 
Signed-off-by: Bowen Bao <bowenbao@amd.com>
 2026-04-03 00:06:01 +08:00
wang.yuqi
a9b4f07ba2 [Frontend] Re-enable running MaxSim on GPU (#38620) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-03 00:03:13 +08:00
Koushik Dutta
d9408ffba3 Triton MLA perf fixes (#33529) 
Signed-off-by: Koushik Dutta <koushd@gmail.com>
Co-authored-by: root <root@ubuntu-nvidia.localdomain>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-04-02 09:40:01 -04:00
Yusuf Mohammad
16a65e4173 [Bugfix] Enable batch-invariant Triton matmul on all Ampere GPUs (SM 8x) (#38427) 
Signed-off-by: yusuf <yusufmohammad@live.com>
Signed-off-by: yusuf <yusuf@deeplearningmachine.mynet>
Signed-off-by: Yusuf Mohammad <79484377+YM2132@users.noreply.github.com>
Signed-off-by: <>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yusuf <yusuf@deeplearningmachine.mynet>
 2026-04-02 09:29:58 -04:00
bsliu
c0817e4d39 [Model] Add support for Cheers multimodal model (#38788) 
Signed-off-by: bsliu <1187291748@qq.com>
Signed-off-by: 吴炳贤 <wubingxian24@mails.ucas.ac.cn>
 2026-04-02 21:01:40 +08:00
Harry Mellor
dfe5e31689 Don't compile vision encoder for Transformers backend (#30518) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-04-02 12:42:29 +00:00
JartX
2ce3d0ce36 [Feature] KV cache per-token-head INT8/FP8 quantization (#38378) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2026-04-02 08:13:26 -04:00
Jiangyun Zhu
4eefbf9609 [Perf] fuse kernels in gdn (#37813) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-04-02 11:52:18 +00:00
vllmellm
551b3fb39f [ROCm] Enable VLLM triton FP8 moe for gfx1201, tuned for Qwen3-30B-A3B-FP8 tp=2 and Qwen/Qwen3.5-35B-A3B-FP8 tp=2 (#38086) 
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-04-02 08:13:42 +00:00
Li, Jiang
c6f722b93e [CPU] Support gelu act in cpu_fused_moe (#38770) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-04-02 14:14:32 +08:00
Xin Yang
9bd7231106 Revert "[Kernel] Add gpt-oss Router GEMM kernel (#37205)" (#38778) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-04-01 22:02:32 -07:00
Yanan Cao
73f48ce559 [Kernel] [Helion] Use warning_once in get_gpu_name to prevent log spam (#38743) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
 2026-04-01 21:30:31 -07:00
Gregory Shtrasberg
3aab680e3e [ROCm][Bugfix] Fix ROCm runtime failure due to missing symbol (#38750) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
 2026-04-01 21:30:11 -07:00
Sergey Zinchenko
5a2d420c17 [Bugfix] Use dedicated MM processor cache in /tokenize to prevent sender-cache pollution (#38545) 
Signed-off-by: Sergey Zinchenko <sergey.zinchenko.rnd@gmail.com>
 2026-04-01 21:14:49 -07:00
Benjamin Chislett
5f96f9aff1 [Perf] DSV3.2 Indexer Fused Weights Projection (#38684) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-04-02 03:34:49 +00:00
Luka Govedič
694449050f Fix multiline-format string for python 3.10 (#38739) 
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
 2026-04-02 03:19:35 +00:00
Nick Hill
6241521dd2 [BugFix] Fix precommit breakage due to conflicting in-flight merges (#38759) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-04-01 15:35:06 -07:00
Kevin H. Luu
1785dc5501 Revert "[Bugfix] Fix Qwen3CoderToolParser anyOf/oneOf type resolution for nullable params (#37831)" (#38751) 2026-04-02 06:34:28 +08:00