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2797 Commits

Author SHA1 Message Date
Woosuk Kwon
dd572c0ab3
[V0 Deprecation] Remove V0 Spec Decode workers (#21152) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-18 21:47:50 -07:00
Lucia Fang
9a9fda1423
[Core] Support Local Chunked Attention for Hybrid KV Cache (#19351) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lu Fang <fanglu@meta.com>
 2025-07-18 20:48:38 -07:00
JialinOuyang-Meta
0f199f197b
[Core] Avoid KVCacheBlock.__eq__ invocations in FreeKVCacheBlockQueue (#21005) 
Signed-off-by: Jialin Ouyang <jialino@meta.com>
 2025-07-18 12:34:40 -07:00
Cyrus Leung
45badd05d0
[Core] Set pooling params based on task and model (#21128) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-18 05:41:17 -07:00
wang.yuqi
5895afd780
[Bugfix] The special_tokens in tokenizer should also be controlled by do_lower_case in encoder_config. (#20750) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-18 09:10:47 +00:00
wang.yuqi
ca4eb82bcb
[Model] Re-add the implicit conversion feature for as_seq_cls_model (#21103) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-18 07:15:07 +00:00
shixianc
5780121c95
[Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
 2025-07-18 04:34:43 +00:00
Cyrus Leung
90bd2ab6e3
[Model] Update pooling model interface (#21058) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-17 16:05:40 +00:00
ElizaWszola
9fb2d22032
[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
 2025-07-17 09:56:44 -04:00
kYLe
4ef00b5cac
[VLM] Add Nemotron-Nano-VL-8B-V1 support (#20349) 
Signed-off-by: Kyle Huang <kylhuang@nvidia.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-17 03:07:55 -07:00
Asher
5a7fb3ab9e
[Model] Add ToolParser and MoE Config for Hunyuan A13B (#20820) 
Signed-off-by: Asher Zhang <asherszhang@tencent.com>
 2025-07-17 09:10:09 +00:00
Varun Sundar Rabindranath
11dfdf21bf
[Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-17 08:10:37 +00:00
Chauncey
fdc5b43d20
[Bugfix]: Fix final_res_batch list index out of range error (#21055) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-07-17 00:29:09 -07:00
David Ben-David
4fcef49ec4
[V1] [KVConnector] Fix MultiprocExecutor worker output aggregation (#21048) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
 2025-07-17 13:29:45 +08:00
Lucas Wilkinson
76b494444f
[Attention] Refactor attention metadata builder interface (#20466) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-07-17 04:44:25 +00:00
Michael Goin
4e7dfbe7b4
Update PyTorch to torch==2.7.1 for CUDA (#21011) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-17 02:30:44 +00:00
Mac Misiura
18bdcf4113
feat - add a new endpoint get_tokenizer_info to provide tokenizer/chat-template information (#20575) 
Signed-off-by: m-misiura <mmisiura@redhat.com>
 2025-07-16 21:52:14 +08:00
Seiji Eicher
d0dc4cfca4
Fix inadvertently silenced PP tests for mp, add DeepSeek V2/V3 model family to PP tests (#20831) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-07-16 00:14:49 -07:00
zhiweiz
c11013db8b
[Meta] Llama4 EAGLE Support (#20591) 
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: qizixi <qizixi@meta.com>
 2025-07-15 21:14:15 -07:00
Peter Pan
1eb2b9c102
[CI] update typos config for CI pre-commit and fix some spells (#20919) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-07-15 21:12:40 -07:00
Maximilien de Bayser
6ebf313790
Avoid direct comparison of floating point numbers (#21002) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-07-15 21:12:14 -07:00
Patrick von Platen
cfbcb9ed87
[Voxtral] Add more tests (#21010) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-15 21:11:49 -07:00
Chauncey
34cda778a0
[Frontend] OpenAI Responses API supports input image (#20975) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-07-15 18:59:36 -06:00
Harry Mellor
1e36c8687e
[Deprecation] Remove nullable_kvs (#20969) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-15 17:21:50 +00:00
Patrick von Platen
e7e3e6d263
Voxtral (#20970) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-15 07:35:30 -07:00
Harry Mellor
56fe4bedd6
[Deprecation] Remove TokenizerPoolConfig (#20968) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-15 14:00:50 +00:00
Thomas Parnell
3534c39a20
[V1] [Hybrid] Refactor mamba state shape calculation; enable V1 via cli (#20840) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-07-15 04:04:35 -07:00
Ilya Markov
37a7d5d74a
[Misc] Refactor AllReduceFusionPass. Remove parameter (#20918) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-07-15 06:57:40 +00:00
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