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445 Commits

Author SHA1 Message Date
Roger Wang
b5d34af328
[Bugfix] Fix scheduling when repeated images in one request (#23544) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
 2025-08-26 09:46:28 +00:00
Driss Guessous
e0329ed4b4
Updates to Flex + VLLm integration (#21416) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-08-25 09:32:42 -04:00
Ayush Satyam
5c4b6e66fe
[Attention] Unify mamba and attention backend selection (#23171) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-08-25 09:09:36 +00:00
Chenguang Zheng
d765cf01fe
[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-08-25 00:41:17 -07:00
Noam Gat
39971db3aa
Frontend: Adding LM Format Enforcer support to V1 engine (#22564) 
Signed-off-by: Noam Gat <noamgat@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-24 19:31:22 -07:00
Yong Hoon Shin
b6d7d34fc6
Add unit tests for batched guided and non-guided requests (#23389) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-22 10:31:24 -07:00
Flora Feng
53415653ff
[P/D][Nixl] Make kv cache register compatible with hybrid memory allocator (#23079) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-08-21 22:30:48 -07:00
Chen Zhang
17373dcd93
[Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-22 05:05:59 +00:00
Arjun Reddy
111692bb8c
[CI] Add end-to-end V1 min_tokens test coverage (#22495) 
Signed-off-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
Co-authored-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
 2025-08-21 22:04:07 -06:00
Cyrus Leung
8896eb72eb
[Deprecation] Remove prompt_token_ids arg fallback in LLM.generate and LLM.embed (#18800) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-22 10:56:57 +08:00
22quinn
480bdf5a7b
[Core] Support custom executor qualname (#23314) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-08-22 09:40:54 +08:00
Kebe
5368f76855
[Feature][Responses API] Support logprobs(non-stream) (#23319) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2025-08-21 23:09:16 +00:00
22quinn
f571ff8eb6
[Sampler] Support returning final logprobs (#22387) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-20 21:28:32 -07:00
Matthew Bonanni
10cc12ba66
Feature/mla tests (#23195) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-08-20 21:46:47 +00:00
Woosuk Kwon
d6d13bd49e
[Misc] Add max_seq_len to CommonAttentionMetadata (#23216) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-20 09:05:29 -07:00
Xin Yang
83e69a09d6
[Model] Support deepseek with eagle (#21086) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2025-08-20 19:01:31 +08:00
Woosuk Kwon
c9b38be8aa
[Spec Decode] Make propose_draft_token_ids non-blocking for lower TTFT (#23041) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 17:20:38 -07:00
Cyrus Leung
27e8d1ea3e
[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-18 09:52:00 +00:00
Cyrus Leung
5c32143b9d
[Refactor] Defer tensor data construction in MultiModalKwargs (#23030) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 21:05:50 -07:00
afeldman-nm
bf7f470b22
[V1] Logits processors extensibility (#19912) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-16 12:59:17 -07:00
Cyrus Leung
4dff91c93d
[Refactor] Allow optional MultiModalKwargsItem in IPC (#23022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 11:30:49 +00:00
Nick Hill
ad0297d113
[Misc] Support passing multiple request ids at once to AsyncLLM.abort() (#22944) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 17:00:36 -07:00
Yong Hoon Shin
3e2f7985a2
Support multiple attention groups for KV sharing (#22672) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-15 16:54:10 -07:00
Or Ozeri
c280066f9d
[v1] Move block_hashes from KVCacheManager to Request.block_hashes (#19728) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-08-15 16:52:52 -07:00
Nick Hill
b9dc9d2607
[BugFix] Handle case where async utility call is cancelled (#22996) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
 2025-08-15 17:38:42 -06:00
fhl2000
74f441f4b5
[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00
Thomas Parnell
75531a6c13
[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
Asaf Joseph Gardin
3d232dbd19
[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-15 06:38:05 +00:00
Nick Hill
ae05a6d83d
[BugFix] Fix port lookup in internal DP LB tests (#22252) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 11:17:11 +08:00
Nick Hill
ebcce2cd36
[Core] Return final response for aborted requests from AsyncLLM.generate (#22283) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-14 14:49:02 -07:00
Lucas Wilkinson
b8ff05361a
[CI] Temporarily disable flaky test (#22930) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-08-14 19:59:16 +00:00
Jialin Ouyang
31a500c86f
[Core] [N-gram SD Optimization][1/n] Propose tokens with a single KMP (#22437) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-08-13 14:44:06 -07:00
Cyrus Leung
b4b78d6317
[CI/Build] Fix param mismatch in test_eagle_correctness (#22847) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-13 10:55:25 -07:00
Nicolò Lucchesi
12817a8ac7
[CI] Fix tests/v1/e2e/test_kv_sharing_fast_prefill.py import on test (#22815) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-13 10:35:50 -07:00
Cyrus Leung
19b927e52d
[Core] Use individual MM items in P0/P1 cache and model runner (#22570) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-13 07:18:07 -07:00
Nicolò Lucchesi
6b794c756c
[Nixl][CI] Fix tests (#22806) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-13 06:03:53 -07:00
Giancarlo Delfin
d94e3026de
[V1] Add tree drafting tests for eagle spec decoding (#22705) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
 2025-08-13 04:11:28 -07:00
Woosuk Kwon
71683ca6f6
[V0 Deprecation] Remove multi-step scheduling (#22138) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-08-12 20:18:39 -07:00
Nicolò Lucchesi
422f22e012
[CI][Nixl] Check kv cache layout during handshake (#22745) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-12 12:53:52 -07:00
Nicolò Lucchesi
3d9d40efde
[Bugfix][CI] Fix test_remote_decode_lifecycle.py::test_short_prompt_lifecycle (#22727) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-12 07:30:17 -07:00
phantomlei
bc8372efc3
[Bugfix] Fix erroneous randomly generated cases in bad word testing (#22170) 
Signed-off-by: phantomlei <phantomlei3@gmail.com>
 2025-08-12 02:03:22 -07:00
Michael Goin
93d0652433
[CI] Increase timeout for test_completion_with_image_embeds (#22670) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-11 20:31:36 -07:00
TJian
65abe111a3
[CI] Skip Tree Attn Test in test_max_len.py to unblock CI (#22664) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-08-11 10:36:05 -07:00
22quinn
807d21b80d
[BugFix] [Spec Decode] Remove LlamaForCausalLMEagle3 to fix CI (#22611) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-08-11 10:31:36 -07:00
GuanLuo
16fb668b61
fix: NIXL connector transfers partial block to pass full multi-modal context (#21074) 
Signed-off-by: GuanLuo <gluo@nvidia.com>
 2025-08-11 09:40:55 -07:00
Nick Hill
5898b135ab
[BugFix] Fix KVConnectorOutput TPU breakage (#22598) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-10 19:33:48 -07:00
Chengji Yao
2a84fb422f
[TPU] kv cache update kernel doesn't need to be padded slices to multiple of num_slices_per_block (#22394) 
Signed-off-by: Chengji Yao <chengjiyao@gmail.com>
Co-authored-by: Chengji Yao <chengjiyao@gmail.com>
 2025-08-09 20:49:04 -07:00
Le Chen
3d7363e61c
[Config] add "qwen" as a native eagle3 target supported model (#22333) 
Signed-off-by: lechen <lecself@163.com>
Signed-off-by: LeChen <lecself@163.com>
 2025-08-09 20:21:05 -07:00
Kyuyeun Kim
9a0c5ded5a
[TPU] Add support for online w8a8 quantization (#22425) 
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
 2025-08-08 23:12:54 -07:00
Chauncey
17eaaef595
[Bugfix] Fix RuntimeError: Index put requires the source and destination dtypes match (#22065) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-08-07 19:20:21 -07:00