Commit Graph
77 Commits
Author SHA1 Message Date
Woosuk Kwon e3eb146f7a [Model Runner V2] Add ModelStateInterface [4/N] (#35621)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-28 13:19:45 -08:00
Woosuk Kwon 1a014a0a93 [Model Runner V2] Move MM encoder to Model States [3/N] (#35564)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-27 18:32:38 -08:00
Woosuk Kwon 86ac7bcf84 [Model Runner V2] Support pooling models (#35120)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-27 18:03:01 -08:00
Woosuk Kwon 3d66502e1b [Model Runner V2] Prepare attn metadata in ModelState [2/N] (#35383)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-26 11:47:02 -08:00
Woosuk Kwon c66aa48e99 [Model Runner V2] Add model states [1/N] (#35350)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-26 11:20:35 -08:00
Nick Hill b6d5a17298 [Model Runner V2] Fix error-handling (#35063)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-26 11:00:19 -08:00
Woosuk Kwon 13025e71e8 [Model Runner V2] Add coding style guide (#35325)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-25 20:42:40 -08:00
Woosuk Kwon c645e9a214 [Model Runner V2] Remove propose_draft method (#35070)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-22 18:27:12 -08:00
Nick HillandWoosuk Kwon 944ffb5968 [Model Runner V2][Minor] Remove redundant do_spec_decode field (#35039)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-22 16:18:04 -08:00
Woosuk Kwon 2cbf9656ce [Model Runner V2] Enable CUDA graph for Eagle3 (#35040)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-21 21:42:50 -08:00
Woosuk Kwon b71fbd06e2 [Model Runner V2] Support attention group (#35036)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-21 16:42:53 -08:00
Woosuk Kwon a4047d4ea9 [Model Runner V2] Support Eagle3 (no CUDA graph) (#35029)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-21 12:55:24 -08:00
Nick Hill 40b2f1c3d9 [Model Runner V2] Minor CPU optimizations (#34856)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-19 16:05:37 -08:00
zhrrr 11d3976b88 [Model Runner V2] support piecewise & mixed cudagraph (#32771)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-02-18 15:03:17 -08:00
Woosuk Kwon 95be2a7f22 [Model Runner V2] Minor simplification for DCP (#34786)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-18 11:04:53 -08:00
Nick Hill c50e105a88 [Model Runner V2] Avoid prepare prefill kernel launch overhead (#34780)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-18 00:49:21 -08:00
Nick Hill a49ea5a58f [Model Runner V2] A bit more PP simplification (#34766)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-17 21:39:07 -08:00
Wentao Ye ab33d2a629 [Feature] Decode Context Parallel support for GPU model runner v2 (#34179)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-02-17 16:27:15 -08:00
Woosuk Kwon be3af2d29e [Model Runner V2] Further simplification for PP (#34724)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-17 15:18:18 -08:00
Woosuk Kwon d00df624f3 [Model Runner V2] Minor refactoring for penalties (#34662)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:43:00 -08:00
Woosuk Kwon 04925b2202 [Model Runner V2] Minor cleanup for PP (#34666)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:15:31 -08:00
zhanqiuhu 9a8853f781 [Core] Pipeline Parallel support for Model Runner V2 (#33960)
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
2026-02-16 17:48:16 -08:00
zhrrrandWoosuk Kwon 387a1898d9 [Model Runner V2] support bad_words sampling param (#33433)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 16:36:06 -08:00
Nick Hill e7e52781ff [ModelRunner V2][BugFix] Fix max_query_len calculation (#34167)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-09 21:47:17 +00:00
zhrrr 16786da735 [Model Runner V2] support apply penalty for spec decode (#33251)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-02-06 10:56:48 -08:00
Nick Hill cf0a99f84d [ModelRunner V2] Support spec decode with structured outputs (#33374)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-02 00:19:59 +00:00
Nick Hill e535d90deb [ModelRunner V2] Misc minor simplifications and optimizations (#33467)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-02-01 22:17:14 +00:00
Cyrus Leung 79b6ec6aab [Bugfix] Fix inconsistent handling of cache reset (#33481)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-31 20:23:41 -08:00
Nick Hill 876a16f4fb [ModelRunner V2] Fix spec decoding + logprobs (#33391)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-31 03:33:26 +00:00
Nick Hill 6bf3b46d78 [ModelRunner V2] Misc code simplification and cleanup (#33266)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-28 14:41:23 -08:00
Woosuk KwonandNick Hill 46ec6d71c7 [Model Runner V2] Use a different stream for grammar bitmask h2d copy (#33059)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>
2026-01-27 16:37:43 -08:00
Woosuk KwonandNick Hill 6d86fde09c [Model Runner V2] Remove UvaBufferPool for cpu->gpu copy (#33055)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>
2026-01-26 16:47:35 -08:00
Woosuk Kwon a9b53dd435 [Model Runner V2] Add LoRAState to consolidate lora logic (#33062)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-01-25 22:21:12 -08:00
Woosuk Kwon 2f0d3ba745 [Model Runner V2] Minor simplification for finish_requests (#33048)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-01-25 18:35:02 -08:00
Woosuk KwonandWoosuk Kwon edf927bc9f [Model Runner V2] Fix slot_mapping after #25954 (#33046)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-01-25 18:29:49 -08:00
a28b94e6ef [Performance] Split FlashAttn attention and cache update (#25954)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
2026-01-23 17:28:06 -08:00
Nick Hill 8518b30447 [Model Runner V2] Add KV Connector support (#32742)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-23 10:49:17 -08:00
Woosuk Kwon 5e00b561cd [Model Runner V2] Do not error on attention backends (#32820)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-21 17:02:48 -08:00
Woosuk Kwon 408195ec59 [Model Runner V2] Refactor Prompt Logprobs (#32811)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-21 15:12:20 -08:00
Woosuk Kwon e1da249c93 [Model Runner V2] Minor refactor for compute_slot_mappings (#32794)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-21 10:24:35 -08:00
Woosuk Kwon 9ab4388cd3 [Model Runner V2] Support FLASHINFER_MLA backend (#32709)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-20 10:26:17 -08:00
Woosuk Kwon 7b7cdce968 [Model Runner V2] Refactor get_cudagraph_and_dp_padding (#32625)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-19 18:25:02 -08:00
Woosuk Kwon 05dc4bfab6 [Model Runner V2] Initialized communication buffer for DP (#32624)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-19 17:27:06 -08:00
Woosuk Kwon 43fada5360 [Model Runner V2] Refactor dummy_run (#32533)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-19 14:50:59 -08:00
Woosuk Kwon 9a1f16da1e [Model Runner V2] Refactor update_states (#32562)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-18 17:32:42 -08:00
Woosuk Kwon bb1848cd62 [Model Runner V2] Support VLM (#32546)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-18 16:58:51 -08:00
Woosuk Kwon 963dc0b865 [Model Runner V2] Minor optimization for eagle input processing (#32535)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-17 21:55:17 -08:00
Woosuk Kwon 4147910f1e [Model Runner V2] Move mrope_positions buffer to MRopeState (#32532)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-17 20:09:48 -08:00
Woosuk Kwon 6218034dd7 [Model Runner V2] Support FlashInfer backend & Fix CUDA Graph bug [1/2] (#32348)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-15 08:59:23 -08:00
Woosuk Kwon 90c0836902 [Model Runner V2] Refactor Sampler (#32245)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-13 17:58:12 -08:00