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3654 Commits

Author SHA1 Message Date
Chauncey
a4fc21895e
[Bugfix] Fixed when return_token_ids=False, the first event still contains prompt_token_ids. (#27561) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-27 11:06:43 +00:00
Cyrus Leung
7c2bdb83dc
[Misc] Clean up utils (#27552) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 09:05:40 +00:00
Danielle Robinson
9932ed6a83
[Kernel] Adding split_K implementation for fused_moe_lora (#27291) 
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-27 02:05:24 -07:00
Jee Jee Li
2d631d28c6
[Doc] Slight improvement to M2 and beyond (#27554) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-27 09:02:10 +00:00
youkaichao
361a7463d3
fix m2 test (#27536) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-10-27 01:04:36 +08:00
Roger Young
720af6ab79
[Model][MiniMax-M2] Support MiniMax-M2 Model (#27535) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-10-27 00:59:11 +08:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
Cyrus Leung
66a168a197
[CI/Build] Refactor processing tests (#27470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-25 16:14:30 +00:00
Kuntai Du
b853540388
[Core][Hybrid allocator + kv connector 1/n] Enable hybrid allocator + KV cache connector (#25712) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Signed-off-by: Kuntai Du <kuntai@uchicago.edu>
 2025-10-24 23:34:18 -07:00
Jiangyun Zhu
29c9cb8007
[CI] Add tests for cudagraph (#27391) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-25 02:37:33 +00:00
Zhewen Li
fc168c33f3
[CI/Build] Fix test_torch_utils in AMD CI (#27317) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-24 12:26:00 -07:00
kourosh hakhamaneshi
7e1d697b56
[Bugfix] Fix MultiConnector stats reconstruction across process boundaries (#27366) 
Signed-off-by: Kourosh Hakhamaneshi <Kourosh@anyscale.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-10-24 17:08:05 +00:00
Chauncey
41a62564a7
Fix test named tool use (#27458) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-24 20:27:45 +08:00
fhl2000
284cc92275
[MISC] cudagraph_capture_sizes related improvements (#26016) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-24 05:11:05 -07:00
Chauncey
3567816932
[Refactor] move tool parsing logic from protocol.py to the tool parser (#27383) 
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-10-24 09:53:23 +00:00
strinczer
074475541a
[Bugfix] Fix Pydantic union resolution for ResponseFunctionToolCall in Responses API (#26706) 
Signed-off-by: Shai Trinczer <strinczer@icloud.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-10-23 22:53:42 -07:00
usberkeley
c528b9006a
Fix EventPublisherFactory logic for disabled KV cache events (#27419) 
Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
 2025-10-24 05:00:01 +00:00
fhl2000
85fee74b33
[Bugfix][CI] Move resolving cudagraph_mode before initializing attn_metadata_builder (#27427) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
 2025-10-23 20:31:14 -07:00
Xiangyu Li
5cc6bddb6e
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092) 2025-10-23 23:26:13 -04:00
Yu Jiaqi
0552cfb195
[Model] Siglip Embedding Support (#27324) 
Signed-off-by: piood <2477084691@qq.com>
 2025-10-23 20:19:48 +00:00
Jonathan Chen
ca76486a16
[Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Varun Sundar Rabindranath
a9f55dc588
[Misc] Add triton_kernels dependency (#27370) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-23 12:04:14 -07:00
wang.yuqi
3fa2c12185
[Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
 2025-10-23 14:46:18 +00:00
Cyrus Leung
fe2016de2d
[CI/Build] Remove unnecessary flags from test registry (#27353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-23 14:42:40 +00:00
Tova Movshovitz
88afa11010
[Metrics] [KVConnector] Add connector prefix cache hit rate stats (#26245) 
Signed-off-by: tovam <tovam@pliops.com>
 2025-10-23 12:21:08 +02:00
Chauncey
d00ce29d89
[CI] Reorganize entrypoints tests (#27403) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-23 10:10:06 +00:00
Zhewen Li
50b788a17a
[CI/Build] Fix AMD CI: test_cpu_gpu.py (#27388) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-23 07:55:00 +00:00
Cyrus Leung
bfb240cc49
[CI/Build] Fix Prithvi plugin test (#27393) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-23 07:30:44 +00:00
wang.yuqi
3729ed00ba
[Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +08:00
Giancarlo Delfin
6644796bf4
[V1][spec decode] return logprobs for spec decoding (#26060) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-22 22:59:59 -07:00
Andrew Sansom
ff93cc8c84
[CORE] Support Prefix Caching with Prompt Embeds (#27219) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-10-22 22:18:07 -07:00
Isotr0py
2566dca2a9
[Bugfix] Fix deepseek-ocr multi-image inference and add merge_by_field_config=True with tensor schema support (#27361) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 17:15:38 -07:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils (#27201) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 20:25:25 +00:00
Sage
1651003c35
[Prefix Cache] Use LoRA name for consistent KV-cache block hashing (#27211) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2025-10-22 18:13:03 +00:00
Luciano Martins
e05a6754a8
[Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
 2025-10-22 10:05:34 -07:00
RED
c9461e05a4
Support Anthropic API /v1/messages Endpoint (#22627) 
Signed-off-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-22 09:13:18 -07:00
Nicolò Lucchesi
4dfdb821c8
[P/D] Dynamic kv_output_aggregator collect size (#26734) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-22 18:07:58 +02:00
Russell Bryant
58fab50d82
[Frontend] Require flag for loading text and image embeds (#27204) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 15:52:02 +00:00
Mark McLoughlin
4ca13a8667
[NIXL] Terminate handshake listener thread in shutdown (#26404) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-22 16:59:53 +02:00
Isotr0py
675aa2ec64
[Model] Upstream Deepseek-OCR model (#27247) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-22 07:59:15 -07:00
dongbo910220
3ae082c373
[Chore] Separate out optional dependency checks from vllm.utils (#27207) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 10:44:21 -04:00
gnovack
8e4ca4d14e
Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' (#27311) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-22 12:23:57 +00:00
wang.yuqi
1f633b8632
[Frontend][3/N] Improve all pooling task | Support binary embedding response (#27066) 
Signed-off-by: wang.yuqi <noooop@126.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>
 2025-10-22 18:38:57 +08:00
ExtReMLapin
a4c29e6e82
fixed reasoning streaming with tool_choice="required" (#24108) 
Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-10-22 09:42:55 +00:00
Harry Mellor
8f18feb191
Remove last level references not removed in #26355 (#27260) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-22 09:18:17 +00:00
wangxiyuan
f6027b2855
[1/N][Platform] Cleanup useless function (#26982) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-22 09:04:57 +00:00
Jiangyun Zhu
ab3e80042e
[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-22 00:22:39 -04:00
Nicolò Lucchesi
bfa59be8f1
[CI] Nixl integration tests DP-EP (#27199) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-22 11:17:48 +08:00
Lain
09a7e6f617
[Deepseek v3.2] Remove extra logics in indexer (#26465) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-21 23:34:03 +00:00
Tyler Michael Smith
6c2eef5a5d
[P/D] KVConnector for decode benchmarking (#25986) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-10-21 16:30:47 -07:00