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2569 Commits

Author SHA1 Message Date
Woosuk Kwon
d4d309409f
Implement Async Scheduling (#19970) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-14 23:01:46 -07:00
Nicolò Lucchesi
80305c1b24
[CI] Fix flaky test_streaming_response test (#20913) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-07-14 20:15:15 -07:00
XiongfeiWei
d4170fad39
Use w8a8 quantized matmul Pallas kernel (#19170) 
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
 2025-07-15 03:06:33 +00:00
Richard Zou
ba8c300018
[BugFix] VLLM_DISABLE_COMPILE_CACHE=1 should disable all reads and writes from the cache (#20942) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-07-15 01:26:18 +00:00
Nicolò Lucchesi
149f2435a5
[Misc] Relax translations tests (#20856) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-07-14 20:08:36 +00:00
ant-yy
38efa28278
[Model] Add Ling implementation (#20680) 
Signed-off-by: vito.yy <vito.yy@antgroup.com>
 2025-07-14 22:10:32 +08:00
Cyrus Leung
dcf2a5e208
[CI/Build] Fix OOM issue in Jina-VL test (#20907) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-14 10:32:35 +00:00
wangxiyuan
1e9438e0b0
[MISC] Move bind_kv_cache to worker module (#20900) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-07-14 09:40:00 +00:00
Maroon Ayoub
66f6fbd393
[Prefix Cache] Add reproducible prefix-cache block hashing using SHA-256 + CBOR (64bit) (#20511) 
Signed-off-by: Maroon Ayoub <maroon.ayoub@ibm.com>
 2025-07-14 02:45:31 +00:00
22quinn
8632e831ba
[Core] Add update_config RPC method (#20095) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-07-14 00:49:18 +00:00
Minkyu Kim
bd4c1e6fdb
Support for LlamaForSequenceClassification (#20807) 
Signed-off-by: thechaos16 <thechaos16@gmail.com>
 2025-07-13 00:09:34 -07:00
QiliangCui
99b4f080d8
Renable google/gemma-3-1b-it accuracy test. (#20866) 
Signed-off-by: Qiliang Cui <derrhein@gmail.com>
 2025-07-12 21:48:56 -07:00
Nicolò Lucchesi
020f58abcd
[Core] Support multiple tasks per model (#20771) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-12 19:40:11 -07:00
Wentao Ye
c1acd6d7d4
[Refactor] Change the way of import triton (#20774) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:39:55 -07:00
Wentao Ye
42d440c22b
[Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:38:45 -07:00
Woosuk Kwon
f45a332886
[Sched] Enhance the logic to remove stopped requests from queues (#20739) 2025-07-12 15:33:13 -07:00
Congcong Chen
2c11a738b3
[Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) 
Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
 2025-07-12 06:02:10 -07:00
Isotr0py
147afb448b
[Bugfix] Replace unavailable video url in multimodal test (#20854) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-12 05:25:39 +00:00
Isotr0py
01cae37713
[CI/Build] Ensure compatability with Transformers v4.53 (#20541) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-11 20:53:07 -07:00
yurhett
11c0198615
[Bugfix] Fix tensor parallel issue in Qwen3 reranker weight loading (#20682) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-07-11 20:52:43 -07:00
Trevor Morris
a8593237c0
Add pynccl all-gatherv and reducescatterv (#20154) 
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 18:59:23 -07:00
Ilya Markov
fc0f41d10a
Integration SM100 FlashInfer fused allreduce RMSNorm (#20691) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-07-11 18:58:15 -07:00
bigmoyan
5f0af36af5
Update kimi-k2 tool calling docs, enable unit tests (#20821) 
Signed-off-by: wangzhengtao <wangzhengtao@moonshot.cn>
Co-authored-by: wangzhengtao <wangzhengtao@moonshot.cn>
Co-authored-by: wangzhengtao <wangzhengtao@msh.team>
 2025-07-11 20:16:14 +00:00
Isotr0py
0d21b2664c
[Bugfix] Fix OOM in language generation test (#20814) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-11 11:21:52 -07:00
Varun Sundar Rabindranath
53fa457391
[Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-11 07:51:46 -07:00
QiliangCui
b4f0b5f9aa
Temporarily suspend google/gemma-3-1b-it. (#20722) 
Signed-off-by: Qiliang Cui <derrhein@gmail.com>
 2025-07-11 11:21:26 +00:00
Cyrus Leung
cbd14ed561
[Bugfix] Refactor /invocations to be task-agnostic (#20764) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-11 03:20:54 -07:00
Pavani Majety
7bd4c37ae7
[Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). (#19825) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: shuw <shuw@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 09:23:23 +00:00
Jee Jee Li
8020e98c9f
[Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-11 08:01:13 +00:00
Luka Govedič
762be26a8e
[Bugfix] Upgrade depyf to 0.19 and streamline custom pass logging (#20777) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
 2025-07-11 00:15:22 -07:00
Luka Govedič
31d5c1797f
[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 04:56:28 +00:00
Wentao Ye
e2de455c34
[Feature] Integrate SM100 DeepGEMM support (#20087) 2025-07-10 20:18:05 -07:00
Alexander Matveev
5b032352cc
[Attention] MLA - Flashinfer Ragged Prefill (#20034) 2025-07-10 20:17:47 -07:00
Michael Goin
922f316441
[Model] Support HF format of minimax (#20211) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-11 02:55:21 +00:00
bigmoyan
0cf893cae1
Add kimi-k2 tool parser (#20789) 
Signed-off-by: wangzhengtao <wangzhengtao@moonshot.cn>
Co-authored-by: wangzhengtao <wangzhengtao@moonshot.cn>
Co-authored-by: wangzhengtao <wangzhengtao@msh.team>
 2025-07-11 10:36:23 +08:00
Varun Sundar Rabindranath
f0c98cae27
[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-10 14:40:38 -07:00
Varun Sundar Rabindranath
fdadb6f43a
[Bugfix] Fused MoE Modular Kernel chunking loop (#20392) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-10 20:31:10 +00:00
Alex Brooks
41060c6e08
[Core] Add Support for Default Modality Specific LoRAs [generate / chat completions] (#19126) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-07-10 21:09:37 +01:00
Nathan Hoos
d6902ce79f
[V0][V1][Core] Add outlines integration for V1, and update V0 integration. (#15975) 
Signed-off-by: Nathan Hoos <thwackyy.y@gmail.com>
 2025-07-10 15:30:26 -04:00
Sanger Steel
5e53c89a74
[Bugfix] [CI] Fix Tensorizer LoRA test (#20760) 
Signed-off-by: Sanger Steel <sangersteel@gmail.com>
 2025-07-10 19:07:06 +00:00
shineran96
4bed167768
[Model][VLM] Support JinaVL Reranker (#20260) 
Signed-off-by: shineran96 <shinewang96@gmail.com>
 2025-07-10 10:43:43 -07:00
Asher
b140416abf
[Model] Add reason parser for Hunyuan A13B Model. (#20625) 
Signed-off-by: Asher Zhang <asherszhang@tencent.com>
 2025-07-10 16:33:26 +00:00
Isotr0py
77f77a951e
[Misc] Clean up mark to fork process in BNB tests (#20692) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-10 13:59:40 +00:00
Michael Goin
be1e128dfb
[CI Bugfix] Skip failing Tensorizer+LoRA test (#20724) 2025-07-10 21:15:03 +09:00
Jee Jee Li
7571a4a7e5
[CI/Build] Fix Basic Models Test (#20728) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-10 09:57:19 +00:00
Chauncey
8f2720def9
[Frontend] Support Tool Calling with both tool_choice='required' and $defs. (#20629) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-07-10 13:56:35 +08:00
Yiming
cd587c93ef
[BugFix]: Properly set engine_id when using multi connector (#19487) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: leiyiming <leiyiming@kingsoft.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-07-09 20:32:44 +00:00
fxmarty-amd
332d4cb17b
[Feature][Quantization] MXFP4 support for MOE models (#17888) 
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
 2025-07-09 13:19:02 -07:00
Tuan, Hoang-Trong
47043eb678
[Kernel] Triton implementation of causal-conv1d for Mamba-based models (#18218) 
Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-07-09 12:53:55 -07:00
Li, Jiang
e59ba9e142
[CI/Build] Enlarge tolerance for a CPU multi-modal test (#20684) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-09 17:48:52 +00:00