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54 Commits

Author SHA1 Message Date
Harry Mellor
951445a52d
Remove default values from InitVars so that they're not stored (#29859) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 12:16:37 +00:00
usberkeley
81fe3f82af
[BugFix] Fix index error in ngram_proposer (#29779) 
Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
 2025-12-02 04:48:11 +00:00
Benjamin Chislett
1986de1375
[Perf] Optimize EAGLE prepare_inputs_padded with triton kernels (#28597) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-11-28 22:25:05 +00:00
rasmith
3999442f1c
[CI/Build][AMD] Add check for flash_att_varlen_func to test_tree_attention.py (#29252) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-23 04:45:08 +00:00
Jialin Ouyang
30b9c67743
Revert "[Redo] #26368 (#28771)" (#29121) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-20 21:27:45 -08:00
Eldar Kurtić
e439c784fa
Add support for Eagle with separate lm-head and embed_tokens layers (#28549) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
 2025-11-15 06:12:02 -08:00
Cyrus Leung
98b4d389ed
[Redo] #26368 (#28771) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-14 22:47:41 -08:00
Nick Hill
ac86bff8cb
Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773) 2025-11-14 20:24:00 -08:00
Jialin Ouyang
186352b270
[Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-14 16:04:04 -08:00
Matthew Bonanni
b30dfa03c5
[Attention] Refactor CUDA attention backend selection logic (#24794) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-11 07:40:44 -05:00
Andy Lo
47604137a2
[Bugfix] Spec decode + structured output + spec model max len edge case (#28298) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2025-11-08 19:44:25 +00:00
Dipika Sikka
413ef7a3b4
[Speculators] Move tests + fix integration (#27308) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
Signed-off-by: rahul-tuli <rtuli@redhat.com>
Co-authored-by: Rahul Tuli <rtuli@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-10-29 00:54:21 -07:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
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
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
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
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
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
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
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
jiahanc
d5944d5146
[Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-09-23 15:44:35 -04:00
Lucas Wilkinson
cc1dc7ed6d
[Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-23 16:02:10 +00:00
Benjamin Chislett
b7433ca1a4
[Spec Decode] Efficient padded speculation (#24539) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-09-18 01:07:24 -04:00
Sage Moore
567939953b
[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-16 12:21:48 -04:00
Harry Mellor
f36355abfd
Move LoadConfig from config/__init__.py to config/load.py (#24566) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-10 06:14:18 -07:00
Didier Durand
d7e1e59972
[Doc]: fix typos in Python comments (#24093) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 21:05:45 -07:00
Didier Durand
fad73be1a5
[Doc]: fix typos in Python comments (#24077) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 02:38:55 -07:00
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
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
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
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
TJian
1ee5ead5f8
[ROCm] [V1] [SpecDec] Enable Speculative Decoding on ROCm V1 Engine (#21496) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-08-07 19:13:17 -07:00
Harry Mellor
7e3a8dc906
Remove from_dict from SpeculativeConfig (#22451) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-07 10:13:04 -07:00
Lucas Wilkinson
1dc8a70b6d
[Attention] Support multiple attention metadata builders per kv_cache_spec + proper local attention no hybrid kv cache fix (#21588) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-08-06 18:40:52 -07:00
Giancarlo Delfin
5ea71ff46f
[V1] reduce block size for tree attention correctness test to fix 'ou… (#22207) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
 2025-08-04 19:11:06 -07:00
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
Chen Zhang
555e7225bc
[v1][attention] Support Hybrid Allocator + FlashInfer (#21412) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-07-30 01:45:29 +00:00
Cyrus Leung
86ae693f20
[Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
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
Liangliang Ma
a0389e0554
[UT][intel GPU] use current_platform instead of device hardcode in v1 tests (#20169) 
Signed-off-by: Ma, Liangliang <liangliang.ma@intel.com>
 2025-07-02 09:06:04 +08:00
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
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
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
Lucia Fang
8795eb9975
[Bugfix] Fix test_eagle test (#18223) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-05-15 15:59:42 -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
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