2760 Commits

Author SHA1 Message Date
6fd45e7b8a [CI/Build] Use vLLM client's user agent to fetch images (#23561)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-25 19:34:12 -07:00
906e461ed6 [CI Fix] Pin deepep and pplx tags in tools/ep_kernels/, gate multigpu tests (#23568)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-25 18:29:00 -07:00
8a3cd90af5 [Kernel] Add fused grouped_topk kernel for MoE (#23274)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-08-25 11:47:52 -07:00
2a167b2eeb [test][RL] Add sleep level 2 test and fix reload with sleep mode (#23521)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-08-26 00:25:52 +08:00
e0329ed4b4 Updates to Flex + VLLm integration (#21416)
Signed-off-by: drisspg <drisspguessous@gmail.com>
2025-08-25 09:32:42 -04:00
6879cd80ae [Refactor] Pass tokenizer explicitly instead of binding to prompt update (#23542)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-25 06:31:57 -07:00
5c4b6e66fe [Attention] Unify mamba and attention backend selection (#23171)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
2025-08-25 09:09:36 +00:00
0cb7b065c3 Feature/benchmark/random mm data/images (#23119)
Signed-off-by: breno.skuk <breno.skuk@hcompany.ai>
2025-08-25 01:28:35 -07:00
d765cf01fe [Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-08-25 00:41:17 -07:00
712d0f88d8 [Refactor] Dynamic target and content for prompt updates (#23411)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-24 23:39:58 -07:00
c9abb10489 [Bugfix] Fix Dense module loading for sentence-transformers embedding models (simplified V2) (#23408)
Signed-off-by: FFFfff1FFFfff <yifanli0919@gmail.com>
2025-08-25 05:39:24 +00:00
39971db3aa Frontend: Adding LM Format Enforcer support to V1 engine (#22564)
Signed-off-by: Noam Gat <noamgat@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-08-24 19:31:22 -07:00
416f05929a [New Model]Donut model (#23229)
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2025-08-24 12:52:24 +00:00
5e021b4981 (Misc): add missing test for zero truncation size. (#23457)
Signed-off-by: teekenl <teekenlau@gmail.com>
2025-08-24 18:12:47 +08:00
e76e233540 [kernel] Support W4A8 on Hopper (#23198)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
2025-08-24 06:18:04 +00:00
d9a55204ba fix(tests): Correct unreachable assertion in truncation test (#23425)
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
2025-08-23 05:23:54 +00:00
24d0c9e6ed [NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-08-22 22:09:05 +00:00
0313cf854d [PERF] PyTorch Symmetric Memory All-Reduce (#20759)
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-08-22 15:39:08 -06:00
32d2b4064f [Model] Add Ovis2.5 PP support (#23405)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-08-22 17:46:34 +00:00
b6d7d34fc6 Add unit tests for batched guided and non-guided requests (#23389)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-08-22 10:31:24 -07:00
341923b982 fix(tests): Ensure reliable CUDA cache clearing in MoE test (#23416)
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-08-22 17:20:59 +00:00
285178b3b8 [V0 Deprecation] Remove V0 LoRA test (#23418)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-08-22 09:56:51 +00:00
53415653ff [P/D][Nixl] Make kv cache register compatible with hybrid memory allocator (#23079)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2025-08-21 22:30:48 -07:00
17373dcd93 [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-08-22 05:05:59 +00:00
5964069367 [New Model] Add Seed-Oss model (#23241)
Signed-off-by: jiabin.00 <jiabin.00@bytedance.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-08-22 04:58:10 +00:00
111692bb8c [CI] Add end-to-end V1 min_tokens test coverage (#22495)
Signed-off-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
Co-authored-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
2025-08-21 22:04:07 -06:00
3ac849665d [CI/Build] Skip Idefics3 and SmolVLM generation test again (#23356)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-08-22 03:39:46 +00:00
8896eb72eb [Deprecation] Remove prompt_token_ids arg fallback in LLM.generate and LLM.embed (#18800)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-22 10:56:57 +08:00
19fe1a0510 [Kernel] Add FP8 support with FlashMLA backend (#22668)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
2025-08-22 02:26:32 +00:00
480bdf5a7b [Core] Support custom executor qualname (#23314)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-08-22 09:40:54 +08:00
5368f76855 [Feature][Responses API] Support logprobs(non-stream) (#23319)
Signed-off-by: Kebe <mail@kebe7jun.com>
2025-08-21 23:09:16 +00:00
3bbe11cc13 [Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm (#23265)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-21 17:56:15 -04:00
1d353b6352 [Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-08-21 16:02:11 -04:00
f8ce022948 add tg-mxfp4-moe-test (#22540)
Signed-off-by: siyuanf <siyuanf@nvidia.com>
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-08-21 17:05:47 +00:00
2e2000f352 [Model] Add LFM2 architecture (#22845)
Signed-off-by: Paul Pak <paulpak58@gmail.com>
2025-08-21 09:35:07 +02:00
f571ff8eb6 [Sampler] Support returning final logprobs (#22387)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-20 21:28:32 -07:00
655a09f653 [Model][VLM] Support R-4B Model (#23246)
Signed-off-by: yannqi <yannqi@qq.com>
Signed-off-by: 杨奇(yann qi) <51905299+yannqi@users.noreply.github.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: yannqiyang <yannqiyang@tencent.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-08-21 04:08:52 +00:00
3663870c72 [V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035)
Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
2025-08-20 20:08:51 -07:00
2461d9e562 [CI/Build] Split out mm processor tests (#23260)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-20 20:05:20 -07:00
7be5d113d8 [CPU] Refactor CPU W8A8 scaled_mm (#23071)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-08-21 09:34:24 +08:00
10cc12ba66 Feature/mla tests (#23195)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-08-20 21:46:47 +00:00
582bbe6bd7 [Fix] correct tool_id for kimi-k2 when use tool_choice=required (#21259)
Co-authored-by: wangzhengtao <wangzhengtao@msh.team>
2025-08-20 12:59:54 -07:00
0cdbf5e61c [Kernel/Quant] Remove the original marlin format and qqq (#23204)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-20 15:13:36 -04:00
dfd2382039 [torch.compile] Support conditional torch.compile per module (#22269)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-08-20 16:52:59 +00:00
d6d13bd49e [Misc] Add max_seq_len to CommonAttentionMetadata (#23216)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-20 09:05:29 -07:00
b17109beea [Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045)
Signed-off-by: Shixian Cui <shixian@amazon.com>
2025-08-20 10:35:26 -04:00
4449235843 [Bugfix] Ensure correctness of HCXVision processing (#23254)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-20 14:19:30 +00:00
38217877aa [Fix] fix offline env use local mode path (#22526)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
2025-08-20 13:34:49 +00:00
7cd17e22d7 [Model][V1] Support Ernie MTP (#22169)
Signed-off-by: zhouchong <zhouchong03@baidu.com>
Co-authored-by: zhouchong <zhouchong03@baidu.com>
2025-08-20 20:41:55 +08:00
68fcd3fa73 [Bugfix] Ensure correctness of Cohere2Vision processing (#23245)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-20 11:09:18 +00:00