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576 Commits

Author SHA1 Message Date
Matthew Bonanni
76879cc160
[Attention] Implement universal BACKEND_MAP (#25900) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-08 12:00:25 -07:00
Wentao Ye
4ba8875749
[Bug] Fix Test in Batch Invariant (#26128) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-08 10:13:47 -07:00
Harry Mellor
2f99f2f506
Tidy vllm/config/__init__.py to only add classes and functions (#26405) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 07:10:00 -07:00
Lucas Wilkinson
f80e7866c0
[Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-08 10:09:34 +08:00
Thomas Parnell
31a4b3e6c4
Revert #24446 and #26168 (#26332) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-07 16:38:19 -06:00
Sergei Skvortsov
6ebaf43ee4
[V1] Logit processors for rejection sampler (#19482) 
Signed-off-by: southfreebird <yvorott@gmail.com>
Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Signed-off-by: Sergei Skvortsov <yvorott@gmail.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-07 13:02:49 -07:00
Cyrus Leung
1e4ecca1d0
[V0 Deprecation] Remove VLLM_USE_V1 from tests (#26341) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:42:31 +00:00
Grant Holmes (Ren)
d100d78eb3
Optimize KV cache distribution for asymmetric pipeline parallelism (#25164) 
Signed-off-by: gholmes829 <g.holmes429@gmail.com>
 2025-10-07 09:20:30 +00:00
Sage Moore
2111b4643c
[Core] Simplify the Dp padding/should ubatch coordination logic (#25768) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-10-07 01:57:49 +00:00
Yannick Schnider
6431be808f
[Tests] conftest: Extending VllmRunner and HfRunner to accept token_ids as input (#26295) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-06 17:19:34 +00:00
Matthew Bonanni
4727a8afa7
[Attention] Remove unused reorder_batch method (#24463) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-06 13:13:39 -04:00
Cyrus Leung
391612e78b
[Frontend] Consolidate tokenizer init code (#26276) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-06 09:34:52 +00:00
Harry Mellor
6c04638214
Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor
1c0c68202c
Fix per file ruff ignores related to typing (#26254) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 16:37:55 +00:00
Harry Mellor
557b2e961d
Remove all cases of fmt: on/off (#26253) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:14 -07:00
Harry Mellor
4e256cadc2
Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
22quinn
78c1d5bfd2
[Easy] Add str repr for IterationStats (#26232) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-10-05 05:00:21 +00:00
Nicolò Lucchesi
2a6dc67eb5
[Bugfix] Fix _reqs_to_process leak on abort (#26012) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-04 11:39:31 +00:00
Yannick Schnider
f05fea1f5e
[Core] Enable decode of context length equal to max model length (#26168) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
 2025-10-04 09:59:26 +00:00
Cyrus Leung
1838cd4860
Revert "Add batch invariant kernel override for FlashInfer backend [2/n]" (#26220) 2025-10-04 02:45:08 -07:00
Huamin Li
7d6b03381e
[CI Failure] fix_test_auto_prefix_cache_support (#26053) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-10-04 02:44:49 -07:00
Bram Wasti
2f7dbc9b42
Add batch invariant kernel override for FlashInfer backend [2/n] (#25769) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-03 19:49:30 -07:00
Xiang Si
adae0c1f43
[CI/Build] do not enforce precompilation on tpu ci tests (#25992) 
Signed-off-by: Xiang Si <sixiang@google.com>
 2025-10-03 13:38:42 +00:00
Yannick Schnider
8ee846c27c
[Bugfix] Re-enable prefill of max model length (#24446) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
 2025-10-03 14:13:34 +02:00
Nicolò Lucchesi
48f309029a
[NIXL][Misc] Expose metrics from NIXL for logging to CLI (#25388) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-03 10:47:59 +00:00
Matthew Bonanni
2aaa423842
[Attention] Move Backend enum into registry (#25893) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-02 20:32:24 -07:00
Chen Zhang
1e50f1be70
[Deepseek v3.2] Support indexer prefill chunking (#25999) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-02 10:29:12 -07:00
Lucia Fang
001e50c92c
[Model] MTP fallback to eager for DeepSeek v32 (#25982) 
Signed-off-by: Lu Fang <fanglu@fb.com>
 2025-10-01 01:53:22 +00:00
David Ben-David
9a9f48dff7
[V1] [P/D] Add Support for KV Load Failure Recovery (#19330) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
 2025-09-30 14:57:08 -07:00
Reza Barazesh
bc546f76a1
[CI] Move applicable tests to CPU (#24080) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-30 14:45:20 +01:00
Nicolò Lucchesi
80608ba5af
[NIXL] Add support for MLA caches with different latent dim (#25902) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-09-30 12:18:29 +00:00
Yongye Zhu
fa7e254a7f
[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
 2025-09-30 17:14:41 +08:00
Simon Danielsson
e23cacda35
[Bugfix]: Clean up chunked prefill logging when using whisper (#25075) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
 2025-09-30 08:17:49 +00:00
Chenxi Yang
d0d138bc55
[Nixl][P/D] Add cuda2cpu support (HD->DH transfer) (#24690) 
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
 2025-09-29 14:31:51 +00:00
Cyrus Leung
cd87bfbf37
[CI/Build] Reorganize root-level V1 tests (#25767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-27 13:51:15 +08:00
WeiQing Chen
f1d53d150c
[Multimodal][Speculative Decoding]Eagle Eagle3 mm support, enablement on qwen2.5vl (#22872) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
 2025-09-27 03:35:47 +00:00
Jonas M. Kübler
6f5c0931c1
[Spec decode] automatically disable mm for text-only draft models (#25667) 
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
 2025-09-27 08:10:21 +08:00
Bram Wasti
dc48ba0c75
Kernel-override Determinism [1/n] (#25603) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-09-26 16:59:09 -07:00
qizixi
c70ac4b8ff
[spec decode] Consolidate speculative decode method name for MTP (#25232) 
Signed-off-by: zixi-qi <qizixi@meta.com>
 2025-09-26 22:27:05 +00:00
fhl2000
f075693da7
[V1] address post issues related to #20059 (part 1) (#23046) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-26 15:58:19 -04:00
Seiji Eicher
8d52f2b3a7
[ray][metrics] Replace ':' with '_' for OpenTelemetry compatibility in Ray (#25439) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
 2025-09-26 09:43:30 -07:00
Cyrus Leung
db1e42f627
[CI/Build] Fix some V1 tests not being run (#25569) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-26 20:52:36 +08:00
wang.yuqi
fe6b19c314
[Bugfix] Properly abort pooling request. (#25734) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-26 05:47:34 -07:00
Chauncey
2827b3f4a3
[CI] Fix test_shared_storage_connector_hashes (#25748) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-26 20:46:17 +08:00
Ekagra Ranjan
e71b8e210d
[Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-09-25 15:22:03 -07:00
Matthew Bonanni
3468f17ebe
[V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-25 17:37:50 +00:00
Cyrus Leung
2f17117606
[mypy] Fix wrong type annotations related to tuple (#25660) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 13:00:45 +00:00
Jonas M. Kübler
58c360d9be
[Bug] fix import and unit test (#25558) 
Signed-off-by: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
 2025-09-24 10:17:59 +00:00
Chengji Yao
190c45a6af
[TPU][Bugfix] fix the missing apply_model in tpu worker (#25526) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-09-24 05:18:08 +00:00