3652 Commits

Author SHA1 Message Date
Lucas Wilkinson
56539cddac
[Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) 2025-11-26 14:07:13 -05:00
Matthew Bonanni
430dd4d9eb
[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-26 10:53:15 -07:00
Wentao Ye
0b0aa874e8
[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-26 09:38:52 -07:00
Huamin Li
70d5953f82
Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-11-26 22:27:26 +08:00
Yejing Lai
bb706d6048
Fix TeleChatForCausalLM not register issue (#29473)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
2025-11-26 05:15:00 -08:00
Nick Hill
4e57c6587f
[Core] Support logprobs with spec decode + async scheduling (#29223)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-25 12:55:24 -08:00
Andrew Xia
b07555d26f
[responsesAPI][2] parse ResponseFunctionToolCallOutputItem (#29383)
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
2025-11-25 10:27:26 -08:00
Yifan Qiao
48ddb02b79
[Hybrid Allocator] Support KV cache groups with different block_size (#29143)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
2025-11-25 10:30:57 -05:00
Injae Ryou
794029f012
[Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-25 14:28:53 +00:00
Thomas Parnell
516c3f7847
[Bugfix] Fix logic for choosing default prefix caching setting (#29393)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-11-25 14:05:10 +00:00
Harry Mellor
51fc9e017a
Scheduled removal of CompilationConfig.use_inductor (#29323)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-25 12:55:42 +00:00
wang.yuqi
7a80b01889
[CI] Resettle pooling entrypoints tests. (#29370)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2025-11-25 10:39:10 +00:00
Ben Browning
e1dd706cd1
[Frontend] Respect Chat Completion parallel_tool_calls param (#26233)
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2025-11-25 09:56:15 +00:00
wang.yuqi
67fc16cd8c
[Bugfix] If chunked_prefill is disabled, end the scheduling early. (#28911)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2025-11-25 16:06:09 +08:00
elvischenv
6330f9477d
[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-11-25 07:59:40 +00:00
Micah Williamson
ef1f7030f0
[ROCm][CI] Fix test_cudagraph_mode failure in AMD CI (#29367)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2025-11-25 07:55:09 +00:00
Rémi Delacourt
12c007e288
EAGLE Support DP>1 (#26086)
Signed-off-by: Rémi Delacourt <remi@mistral.ai>
Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Signed-off-by: remi <remi@mistral.ai>
2025-11-25 07:32:21 +00:00
vllmellm
64deead719
[Bugfix] [ROCm] [UX]: revert Flex attention backend (#29371)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-25 06:56:06 +00:00
Harry Mellor
316c8492bf
Scheduled removal of guided_* config fields (#29326)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-25 05:24:05 +00:00
Isotr0py
92effb07a4
[Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-25 03:28:51 +00:00
Mark McLoughlin
9cf4edae6e
[Metrics] Scheduled removal of deprecated metrics (#29330)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-11-25 11:15:13 +08:00
Pleaplusone
77e10c9cab
[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029)
Signed-off-by: ganyi <ygan@amd.com>
2025-11-24 19:05:46 -07:00
Chen Zhang
71df2a57ef
[Hybrid Allocator] Better layer padding strategy for gpt-oss eagle (#29303)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-11-24 14:28:32 -08:00
Nick Hill
84371daf75
[Tests] Verify gpt_oss package is installed in harmony tests (#29336)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-24 22:04:31 +00:00
Chenheli Hua
839c6b7b72
[Multimodal][Qwen3 Omni] Make Qwen3 Omni work with audio-in-video inputs in V1 engine. (#27721)
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-24 19:24:37 +00:00
bnellnm
8f066146c3
[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
2025-11-24 13:38:04 -05:00
Aydin Abiar
656516c315
[Bugfix] properly handle nested json with llama3 tool parser (#27701)
Signed-off-by: Aydin Abiar <aydin@anyscale.com>
Signed-off-by: Aydin Abiar <62435714+Aydin-ab@users.noreply.github.com>
Co-authored-by: Aydin Abiar <aydin@anyscale.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2025-11-24 15:28:51 +00:00
vllmellm
e48b2e6848
[Bugfix] [ROCm] [UX] Reorganize ROCm Backend Selection Logic (#26980)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-24 15:24:49 +00:00
Laith Sakka
7a228b5305
Add option to use unbacked, and backed size obl dynamic shapes for more sounds compilation. (#26199)
Signed-off-by: Laith Sakka <lsakka@meta.com>
2025-11-24 10:12:41 -05:00
WeiQing Chen
2601f18a82
[EPLB] Optimize EPLB for Async Rearrange Experts (#22179)
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: SunChenxiang123 <1291824390@qq.com>
2025-11-24 09:08:29 -05:00
Roger Wang
0ff70821c9
[Core] Deprecate xformers (#29262)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-11-24 04:18:55 +00:00
Zero
30854783ad
[Model] Add OpenCUA-7B support (#29068)
Signed-off-by: lim4349 <rockmanzero@naver.com>
Signed-off-by: Zero <rockmanzero@naver.com>
Co-authored-by: Cloud User <ubuntu@a100-80g-4.novalocal>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-24 10:27:55 +08:00
Jee Jee Li
1073ba68b0
[LoRA] Optimize 3D MoE logic (#29222)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-24 10:27:23 +08:00
Micah Williamson
55c21c8836
[ROCm][CI] Fix "Cannot re-initialize CUDA in forked subprocess" in test_pynccl.py (#29119)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2025-11-23 13:05:00 +08:00
rasmith
3999442f1c
[CI/Build][AMD] Add check for flash_att_varlen_func to test_tree_attention.py (#29252)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-23 04:45:08 +00:00
rasmith
71362ffab4
[CI/Build][AMD] Skip test_multi_shared_storage_connector_consistency in test_multi_connector.py due to hipErrorLaunchFailure when calling .cpu() (#29253)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-23 04:42:49 +00:00
Cyrus Leung
389aa1b2eb
[Doc] Update more docs with respect to V1 (#29188)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-23 10:58:48 +08:00
Nick Hill
7df331c66b
[BugFix] Fix chunked prompt logprobs + preemption (#29071) 2025-11-22 16:07:18 -05:00
Nick Hill
d44a63c6d6
[BugFix] Fix returned logprobs with spec decode + prefill chunking (#29216)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-22 22:41:25 +08:00
Nicolò Lucchesi
066209a045
[Attention] Refactor FA block_size limitations to hybrid models only (#29084)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-11-22 06:38:44 -08:00
Cyrus Leung
5a4802588e
[Misc] Further clean up chunked prefill and prefix caching init (#29186)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-22 19:34:15 +08:00
rasmith
8e22da1d7f
[CI/Build Don't add FLASHINFER backend in test_cpu_offloading.py (#29229)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-22 11:00:54 +00:00
rasmith
a4fdf2405c
[CI/Build] Skip tests that require libcudart in test_lmcache_integration.py (#29228)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-22 10:59:39 +00:00
Andrew Xia
742e9ff6b3
[responsesAPI] parse reasoning item input (#28248)
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-22 15:42:11 +08:00
rasmith
fd65015a14
[CI/Build] Only use supported types and features on ROCm in MoE kernel tests (#29149)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-21 20:34:33 -07:00
rasmith
6f403501a0
[CI/Build][AMD] Enable Entrypoints Integration Test (Pooling) to run without error on ROCm (#29212)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
2025-11-22 02:13:18 +00:00
Lucas Wilkinson
30d6466238
[BugFix] Fix Eagle IndexError: list index out of range for even num_speculative_tokens (#29102)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-22 00:47:05 +00:00
Mark McLoughlin
c6fa3895e9
[KV Connector] Fix async connector prefix cache metrics (#28585)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2025-11-21 17:45:00 -05:00
Varun Sundar Rabindranath
3137991f55
[BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-21 14:28:17 -08:00
Julien Denize
57430fc95c
Default model load/config/tokenizer to mistral format if relevant files exist (#28659)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-11-21 13:58:59 -08:00