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104 Commits

Author SHA1 Message Date
Zhang Xiangze
7bdb42b2f2
[CPU]Avoid repeated random sample compile (#28260) 
Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com>
 2025-11-07 11:03:57 +00:00
Isotr0py
3f5a4b6473
[Bugfix] Validate custom logits processor xargs for online serving (#27560) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-05 16:53:33 +00:00
Nick Hill
c2ed069b32
[BugFix] Fix mixed penalties batch with async scheduling (#27910) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-01 10:51:24 -07:00
Wentao Ye
52efc34ebf
[Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
Jonathan Chen
ca76486a16
[Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Giancarlo Delfin
6644796bf4
[V1][spec decode] return logprobs for spec decoding (#26060) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-22 22:59:59 -07:00
Isotr0py
6ac5e06f7c
[Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Pradyun92
acedc74b1a
[V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077) 
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
 2025-10-17 13:27:47 -07:00
Jee Jee Li
fec2b341ad
[Kernel] Lazy import FlashInfer (#26977) 2025-10-17 04:48:18 +00:00
Akash kaothalkar
f7d318de2b
[Hardware][CPU][PowerPC]Disable torch.compile() in toptopk sampling (#26987) 
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
 2025-10-15 22:36:59 -07:00
Michael Goin
e66d787bce
Disable FlashInfer sampler by default (#26859) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-15 02:35:18 +00:00
ihb2032
4a61950f4d
[Hardware][CPU] Disable torch.compile for RISC-V to prevent APIError (#26693) 
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn
 2025-10-13 07:56:01 -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
Nick Hill
ddcbc2f334
[Misc] Misc code simplifications (#26450) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-09 02:10:06 -07:00
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
Sergei Skvortsov
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
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
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
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
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
Russell Bryant
532a6cfccb
[ux] Switch a warning to debug about a pytorch fallback (#23750) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-09-25 14:38:16 +00:00
Li, Jiang
eb32335e35
[CPU] update torch 2.8 and fix missing fields in TorchSDPAMetadata (#25652) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-25 13:29:11 +00:00
courage17340
a676e668ee
[Bugfix] fix apply_temperature to avoid nan in probs (#24734) 
Signed-off-by: courage17340 <courage17340@163.com>
 2025-09-25 05:32:21 +00:00
Wenlong Wang
032d661d27
[Docs] Fix warnings in mkdocs build (continued) (#25042) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-09-20 11:45:18 +00:00
Harry Mellor
aed16879a9
Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Andrew Sansom
9a4600e4dc
[CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
afeldman-nm
7ae9887542
[V1] Logits processor docs (#22919) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Joseph Marinier <Joseph.Marinier@gmail.com>
 2025-09-17 11:53:12 -07:00
co63oc
3144d90217
fix some typos (#24167) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-09-10 06:21:23 -07:00
Woosuk Kwon
105d3d62ef
[TPU] Remove TopKTopPSampler dependency for TPU sampler (#24391) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-07 01:12:36 -07:00
afeldman-nm
136d853e65
[V1] Wrapper which plumbs request-level logits processors into vLLM batch-level logits processing (#23656) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-09-03 02:52:51 +00:00
Jingkai He
57d4ede520
[bugfix] [spec-decoding] fix data race in sample_recovered_tokens_kernel (vLLM v1) (#23829) 
Signed-off-by: He-Jingkai <he-jingkai@outlook.com>
 2025-08-28 19:05:20 +00:00
Woosuk Kwon
a3432f18fd
[BugFix][Spec Decode] Use float64 for uniform_probs (#23803) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-28 12:26:45 +00:00
Hyogeun Oh (오효근)
4e4d017b6f
[Docs] Fix warnings in mkdocs build (continued) (#23743) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
 2025-08-27 17:17:29 +00:00
Nick Hill
3ce8285d6d
[LogitsProcs] Deduplicate built-in LP implementation logic (#23362) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-27 23:11:33 +08:00
Nick Hill
add1adfec7
[BugFix] Fix MinPLogitsProcessor.update_states() (#23401) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-23 08:22:11 +08:00
Nick Hill
c80c53a30f
[BugFix] Fix batch updates for pooling models (#23398) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-23 08:20:41 +08:00
Nick Hill
603fbbbce0
[Misc] Misc code cleanup/simplification (#23304) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-21 17:22:55 +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
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
Syed Muhammad Bin Asif
609b533cb6
[Bugfix] Add proper comparison for package versions (#22314) 
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
 2025-08-06 20:31:03 -07:00
Michael Goin
34a20c49b3
[Logs] Change flashinfer sampler logs to once (#21759) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-28 06:59:51 -07:00
Mengqing Cao
f3a683b7c9
[Bugfix][Logprobs] Fix logprobs op to support more backend (#21591) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-07-25 05:53:07 -07:00
Lu Fang
accac82928
[Sampler] Introduce logprobs mode for logging (#21398) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-07-23 01:39:25 -07:00
Jialin Ouyang
a32237665d
[Core] Optimize update checks in LogitsProcessor (#21245) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-07-22 05:27:18 -07:00
Lu Fang
8d0a01a5f2
[v1][sampler] Inplace logprobs comparison to get the token rank (#21283) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-07-21 13:47:47 -07:00
Maximilien de Bayser
5de8d9f111
Remove extra tensor on CPU (#20693) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-07-12 14:06:34 +08:00
Isotr0py
32c9be2200
[v1] Re-add fp32 support to v1 engine through FlexAttention (#19754) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-05 09:41:10 +00:00
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText (#20428) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-04 07:40:42 +00:00
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