Commit Graph
2339 Commits
Author SHA1 Message Date
Matthew Bonanni 2a03f93de9 [Attention] Register FLASHMLA_SPARSE (#26441)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-08 22:28:52 +00:00
Elaine Zhao f08919b7d1 [Bugfix] Respect min_tokens in scheduler stop check (#26317)
Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
2025-10-08 14:08:24 -07:00
elvischenv b82f4307c9 [Bugfix][Flashinfer] fix VLLM_USE_TRTLLM_ATTENTION issue for models with diff hyperparameters (#25924)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-10-08 19:54:48 +00:00
Harry Mellor e09d1753ec Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-08 10:40:42 -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
335b28f7d1 [TPU] Rename tpu_commons to tpu_inference (#26279)
Signed-off-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
2025-10-07 23:30:52 -07:00
Ayush Satyam 5e65d6b2ad fix[DP][v1]: Prevent hangs from mismatched worker configurations (#26218)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
2025-10-07 22:55:08 -07:00
Ayush Satyam cd9890544b fix(v1/kv_cache): resolve async KV transfer bug in cascade attention (#23485)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
2025-10-08 04:46:33 +00:00
Nick Hill 067da2d1df [Core] Simplify setting new_token_ids in CachedRequestData (#26388)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-08 03:32:37 +00:00
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
Benjamin Chislett 3d1f67616d [Spec Decode] Enable efficient speculative decoding with FlashInfer-MLA (#25984)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-07 16:05:59 -04:00
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
Pei-Lun Liao eb577e4655 [Bugfix] Add missing sink tensor into flash attn cascade attn implementation (#26325) 2025-10-07 18:56:39 +00:00
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 Mooreandmgoin 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
Benjamin Chislett f77df94647 [Perf] Add decode full-graph support to FlashInfer-MLA backend (#26313)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-06 23:03:49 +00:00
Gregory Shtrasberg f231e5bc21 [ROCm] Split AITER unified attention into its own backend (#25507)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-10-06 22:49:23 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath f23b4c04fd [BugFix] Pad input buffers in _dummy_run (#26209)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-10-06 16:07:51 -04:00
7mileandBenjamin Chislett b2ea5ba677 [Bugfix][Spec Decode] Fix wrong valid_mask for padded speculation when chunked prefill occurs (#26231)
Signed-off-by: seven-mile <i@7li.moe>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-06 18:24:22 +00:00
Rahul Tuli 05f6846ede Support llama3 eagle3 head with llama4 verifier (#25961)
Signed-off-by: rahul-tuli <rtuli@redhat.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
2025-10-06 13:56:08 -04:00
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
Roger Wang 43c146ca42 [Misc] Clean up unnecessary E501 ignore (#26274)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-06 07:29:18 +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
Thomas Parnell 778f554157 [V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-10-06 10:40:30 +08:00
Harry Mellor b893d661b1 Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 20:31:53 +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 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
Jialin Ouyang 201c971e96 [Perf][Easy] Early stop in request_block_hasher (#26112)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-10-05 16:46:03 +08:00
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
Li, Jiang 5c057e068f [CPU] Refine batch reorder of CPU attention backend (#26096)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-10-04 21:54:35 +08:00
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
Cyrus Leung 736fbf4c89 [Misc] Require merge_by_field_config argument (#26214)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-04 01:40:14 -07:00
ea507c3a93 [V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752)
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-10-04 06:34:22 +02:00
Bram WastiandWentao Ye 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
Corey Lowman 0879736aab [Perf] Remove hardcoded num_warps=1 (#26183)
Signed-off-by: Corey Lowman <clowman1993@gmail.com>
2025-10-03 20:38:50 +00:00
Cyrus Leung d78fda7cda [Renderer] Move Processor out of LLMEngine (#26165)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-03 15:08:22 +00:00
Paul Pak 5f42fc53b6 [backends][short_conv] CUDA graph piecewise edits (#24215)
Signed-off-by: Paul Pak <paulpak58@gmail.com>
2025-10-03 12:59:48 +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
Yang LiuandDarkLight1337 812b7f54a8 [Renderer] Move Processor out of AsyncLLM (#24138)
Signed-off-by: Yang <lymailforjob@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-03 11:29:45 +00:00
Sage Moore 5f2cacdb1e Quick fix for IMA with the Prefix Prefill kernel during graph capture (#25983)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-10-03 11:28:22 +00:00
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
HUIJONG JEONG 3e70e3d4d5 add(v1): RequestStatesStats to RequestOutput (#24947)
Signed-off-by: huijjj <huijong.jeong@squeezebits.com>
2025-10-03 08:56:25 +00:00
Cyrus Leung 0ad9951c41 [Input] Remove unused prompt field (#26097)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-03 00:23:21 -07:00
Benjamin Chislett 6a7796e871 [Bug]: Limit num_reqs in dummy_run when max_num_seqs is small (#26144)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-03 04:00:20 +00:00
Michael Goinandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> f1fc2107a3 [Bugfix] Disable cascade attention with FlashInfer (#26130)
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>
2025-10-02 16:30:37 -07:00