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104 Commits

Author SHA1 Message Date
Giancarlo Delfin
aa7012eb6d
Add tree attention backend for v1 (part 1) (#20401) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
 2025-08-03 22:13:26 -07:00
zhiweiz
9e0726e5bf
[Meta] Official Eagle mm support, first enablement on llama4 (#20788) 
Signed-off-by: morgendave <morgendave@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
 2025-07-31 10:35:07 -07:00
Maximilien de Bayser
1cd6eaba54
Support encoder-only models without KV-Cache (#21270) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-07-26 21:09:52 +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
Cyrus Leung
9fb52e523a
[V1] Support any head size for FlexAttention backend (#20467) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-06 09:54:36 -07:00
afeldman-nm
48fb076cbc
[V1] LogitsProcessor programming model (#16728) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-07-02 09:10:42 -07:00
cjackal
8359f4c8d8
[V1][Speculative Decoding] Fix DeepSeek MTP (#20022) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-06-25 08:41:02 -07:00
Luka Govedič
3597b06a4f
[CUDA] Enable full cudagraph for FlashMLA (#18581) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-06-13 18:12:26 +00:00
youkaichao
d70bc7c029
[torch.compile] reorganize the cache directory to support compiling multiple models (#19064) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-06-13 15:23:25 +08:00
qizixi
c68698b326
[Bugfix] Fix EAGLE vocab embedding for multimodal target model (#19570) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-06-12 23:09:19 -04:00
Benjamin Chislett
3465b87ef8
[Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (#19033) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-06-05 19:10:08 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
RonaldBXu
5e13c07d00
[V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (2) (#18781) 
Signed-off-by: Ronald Xu <ronaldxu@amazon.com>
 2025-05-28 05:09:14 +00:00
Mark McLoughlin
06a0338015
[V1][Metrics] Add API for accessing in-memory Prometheus metrics (#17010) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-27 09:37:06 +00:00
qizixi
c1e4a4052d
[V1][Spec Decode] Support multi-layer eagle draft model (#18030) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-24 09:45:34 +00:00
qizixi
d55e446d13
[V1][Spec Decode] Small refactors to improve eagle bookkeeping performance (#18424) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-24 06:51:22 +00:00
Jiayi Yao
2628a69e35
[V1] Support Deepseek MTP (#18435) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Signed-off-by: YaoJiayi <120040070@link.cuhk.edu.cn>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
 2025-05-23 10:26:28 -07:00
Cyrus Leung
fbb13a2c15
Revert "[V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (#18034)" (#18600) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-23 02:18:22 -07:00
RonaldBXu
4c611348a7
[V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (#18034) 
Signed-off-by: Ronald Xu <ronaldxu@amazon.com>
 2025-05-23 00:37:18 -07:00
Mark McLoughlin
c6b636f9fb
[V1][Spec Decoding] Use model_loader.get_model() to load models (#18273) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-23 02:05:44 +00:00
Ekagra Ranjan
a04720bc36
[V1][Spec Decode][Bugfix] Load quantize weights for EAGLE (#18290) 2025-05-22 15:17:33 -07:00
Seiji Eicher
541817670c
[Misc] Add Ray Prometheus logger to V1 (#17925) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-05-16 01:02:42 -07:00
Sky Lee
f4937a51c1
[Model] vLLM v1 supports Medusa (#17956) 
Signed-off-by: lisiqi23 <lisiqi23@xiaomi.com>
Signed-off-by: skylee-01 <497627264@qq.com>
Co-authored-by: lisiqi23 <lisiqi23@xiaomi.com>
 2025-05-15 21:05:31 -07:00
Ekagra Ranjan
418d2f8bfb
[V1][Spec Decode] Share input embedding of target model with EAGLE draft model to free ~1GB for llama 3 model (#17326) 
Co-authored-by: root <root@ekagra-8xh100.us-east5-a.c.serving-efficiency-poc.internal>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-14 12:31:46 -07:00
wwl2755
dc9905368d
[V1][Spec Decode] Eagle unit tests (#17350) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-05-12 23:01:17 +00:00
Mark McLoughlin
7042cc96b0
[V1][Spec Decoding] Log accumulated metrics after system goes idle (#17913) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-09 18:23:07 -07:00
Mark McLoughlin
7e3571134f
[V1][Spec Decoding] Include bonus tokens in mean acceptance length (#17908) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-09 13:32:36 -07:00
Jee Jee Li
822de7fb94
[Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Woosuk Kwon
8d84d836d1
[BugFix][Spec Decode] Fix hidden size mismatch between target and eagle head (#17740) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-06 19:51:26 -07:00
Chen Zhang
cba31c47c4
[v1] AttentionMetadata for each layer (#17394) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 07:58:37 -07:00
Mengqing Cao
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
qizixi
39c0813a7f
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE3 (#17504) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-01 16:19:30 -07:00
Bryan Lu
70788bdbdc
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE (#17211) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-29 21:10:00 +00:00
Ekagra Ranjan
e136000595
[V1][Spec Decode] Make Eagle model arch config driven (#17323) 2025-04-29 10:22:02 +08:00
Benjamin Chislett
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support (#16937) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-25 15:43:07 -07:00
Mark McLoughlin
340d7b1b21
[V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics (#16665) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-24 08:57:40 -07:00
Woosuk Kwon
41fb013d29
[V1][Spec Decode] Always use argmax for sampling draft tokens (#16899) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-23 14:57:43 -07:00
Woosuk Kwon
1311913f55
[BugFix][Spec Decode] No in-place update to draft probs (#16952) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 19:54:19 -07:00
Woosuk Kwon
3a0fba5cf4
[V1][Spec Decode] Handle draft tokens beyond max_model_len (#16087) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 12:38:50 -07:00
Russell Bryant
9dbf7a2dc1
[V1] Remove log noise when idle (#16735) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-04-16 21:34:08 -07:00
Lily Liu
e8224f3dca
[V1][Spec Decode] Eagle Model loading (#16035) 
Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-04-10 11:21:48 -07:00
Woosuk Kwon
63375f0cdb
[V1][Spec Decode] Update N-gram Proposer Interface (#15750) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-04 16:32:54 -07:00
Woosuk Kwon
274d8e8818
[V1][Minor] Enhance SpecDecoding Metrics Log in V1 (#15902) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-01 23:38:02 -07:00
Ekagra Ranjan
24b7fb455a
[Spec Decode] Fix input triton kernel for eagle (#15909) 2025-04-01 18:15:14 -07:00
Woosuk Kwon
e75a6301bd
[V1][Spec Decode] Implement Eagle Proposer [1/N] (#15729) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-01 12:33:16 -07:00
Mark McLoughlin
a79cc68b3a
[V1][Metrics] Initial speculative decoding metrics (#15151) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-01 10:45:04 -07:00
Woosuk Kwon
ebcebeeb6b
[V1][Spec Decode] Enable spec decode for top-p & top-k sampling (#15063) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-24 17:16:46 -07:00
Woosuk Kwon
b9bd76ca14
[V1][Spec Decode] Respect prompt_lookup_max (#15348) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-23 10:41:44 -07:00
Woosuk Kwon
99abb8b650
[V1][Spec Decode] Optimize Rejection Sampler with Triton Kernels (#14930) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-18 14:31:54 -07:00
Lily Liu
8d6cf89526
[V1] [Spec Decode] Support random sampling for spec decode (#13933) 
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-16 22:00:20 -07:00