HAIAI
aee76334d9
[amd_dev] branch rebase ( #25753 )
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2025-09-26 17:14:31 +01:00
22quinn
f571ff8eb6
[Sampler] Support returning final logprobs ( #22387 )
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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 )
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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
phantomlei
bc8372efc3
[Bugfix] Fix erroneous randomly generated cases in bad word testing ( #22170 )
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Signed-off-by: phantomlei <phantomlei3@gmail.com>
2025-08-12 02:03:22 -07:00
22quinn
54de71d0df
[Sampler] Support returning all logprobs or logits ( #21792 )
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-08-04 03:04:12 -07:00
Roger Wang
067c34a155
docs: remove deprecated disable-log-requests flag ( #22113 )
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Signed-off-by: Roger Wang <hey@rogerw.me>
2025-08-02 00:19:48 -07:00
Lu Fang
accac82928
[Sampler] Introduce logprobs mode for logging ( #21398 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-07-23 01:39:25 -07:00
Ning Xie
d97841078b
[Misc] unify variable for LLM instance ( #20996 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-07-21 12:18:33 +01:00
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText ( #20428 )
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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 )
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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
Liangliang Ma
a0389e0554
[UT][intel GPU] use current_platform instead of device hardcode in v1 tests ( #20169 )
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Signed-off-by: Ma, Liangliang <liangliang.ma@intel.com>
2025-07-02 09:06:04 +08:00
Ning Xie
2f1c19b245
[CI] change spell checker from codespell to typos ( #18711 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-06-11 19:57:10 -07:00
leopardracer
7c644ab6d5
Fix Typo in Documentation and Function Name ( #19442 )
2025-06-10 22:44:11 -07:00
Luka Govedič
2d8476e465
[BugFix][V1] Fix memory profiling bug ( #18974 )
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Signed-off-by: luka <luka@neuralmagic.com>
2025-06-07 10:34:51 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
Feng XiaoLong
4fc1bf813a
[Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking ( #18454 )
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Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
2025-05-23 16:16:26 -07:00
Jee Jee Li
db5a29ba19
[Bugfix] Fix LoRA test ( #18518 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-21 21:48:53 -07:00
Bowen Wang
7fdfa01530
[Sampler] Adapt to FlashInfer 0.2.3 sampler API ( #15777 )
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Signed-off-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-05-16 15:14:03 -07:00
ponix-j
bdb2cddafc
[Misc]Use a platform independent interface to obtain the device attributes ( #17100 )
2025-04-29 06:59:13 +00:00
Nick Hill
35fad35a48
[V1][Sampler] Faster top-k only implementation ( #15478 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-26 10:56:47 -07:00
Woosuk Kwon
ebcebeeb6b
[V1][Spec Decode] Enable spec decode for top-p & top-k sampling ( #15063 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-03-24 17:16:46 -07:00
Woosuk Kwon
99abb8b650
[V1][Spec Decode] Optimize Rejection Sampler with Triton Kernels ( #14930 )
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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 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-03-16 22:00:20 -07:00
Sibi
a73e183e36
[Misc] Replace os environ to monkeypatch in test suite ( #14516 )
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Signed-off-by: sibi <85477603+t-sibiraj@users.noreply.github.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
2025-03-16 20:35:57 -07:00
Robert Shaw
d4d93db2c5
[V1] V1 Enablement Oracle ( #13726 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2025-03-14 22:02:20 -07:00
22quinn
eb8b5eb183
[V1] Support bad_words in sampler ( #13376 )
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-03-08 14:50:26 -08:00
afeldman-nm
ef64044079
[V1] Prompt logprobs + APC compatibility; prompt logprobs reqs cannot fill APC ( #13949 )
2025-03-08 01:48:12 +00:00
Himanshu Jaju
cd579352bf
[V1] Do not detokenize if sampling param detokenize is False ( #14224 )
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Signed-off-by: Himanshu Jaju <hj@mistral.ai>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-03-06 10:40:24 -08:00
Harry Mellor
bf0560bda9
Reinstate best_of for V0 ( #14356 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-06 08:34:22 -08:00
Lu Fang
53ea6ad830
[V1][Easy] Add empty allowed_token_ids in the v1 sampler test ( #14308 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-03-05 21:41:18 +00:00
Vincent
a4f1ee35d6
Deprecate best_of Sampling Parameter in anticipation for vLLM V1 ( #13997 )
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Signed-off-by: vincent-4 <vincentzhongy+githubvincent4@gmail.com>
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-05 20:22:43 +00:00
Robert Shaw
257e200a25
[V1][Frontend] Add Testing For V1 Runtime Parameters ( #14159 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
2025-03-05 14:18:55 +00:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
Lily Liu
5629f26df7
[V1][Spec Decode] Change Spec Decode Rejection Sampling API ( #13729 )
2025-02-25 18:14:48 -08:00
Lu Fang
bb78fb318e
[v1] Support allowed_token_ids in v1 Sampler ( #13210 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-02-22 14:13:05 +08:00
Nick Hill
30172b4947
[V1] Optimize handling of sampling metadata and req_ids list ( #13244 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-02-18 12:15:33 -08:00
Lily Liu
80f63a3966
[V1][Spec Decode] Ngram Spec Decode ( #12193 )
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Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
2025-02-15 18:05:11 -08:00
Aoyu
a12934d3ec
[V1][Core] min_p sampling support ( #13191 )
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Signed-off-by: Aoyu <aoyuzhan@amazon.com>
Co-authored-by: Aoyu <aoyuzhan@amazon.com>
2025-02-14 15:50:05 -08:00
Lu Fang
6224a9f620
Support logit_bias in v1 Sampler ( #13079 )
2025-02-14 04:34:59 -08:00
Harry Mellor
f2b20fe491
Consolidate Llama model usage in tests ( #13094 )
2025-02-13 22:18:03 -08:00
afeldman-nm
0630d4537a
[V1] Logprobs and prompt logprobs support ( #9880 )
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This PR is adding support for sample logprobs & prompt logprobs to vLLM v1.
New behavior:
- During model execution, model runner computes sample logprobs (if user-provided logprobs setting is not None) and prompt logprobs (if user-provided prompt_logprobs setting is not None). For both sample and prompt logprobs, the engine core returns 3 vectors: token ids, token logprob values, token ranks. Ranks reflect tokens' 1-indexed positions in the vocabulary vector after sorting the vocabulary by log probability in descending order.
- In scheduler.update_from_output(), sample and prompt logprobs are incorporated into the EngineCoreOutput data structure which is transferred to the engine client. If multiprocessing is enabled, then sample and prompt logprobs will be (de)serialized when the EngineCoreOutput data structure is (de)serialized.
- During output processing, the LogprobsProcessor transforms the triplet of token ids, token logprobs values, and token ranks into the OpenAI-compatible List[Dict[token id,Logprob]] format (for sample and prompt logprobs respectively.)
- Each Logprob instance (whether sample- or prompt-) consists of a token's log-probability, rank, and detokenized string representation. Note that logprob detokenization is handled by the LogprobsProcessor not the detokenizer.
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-02-07 07:26:20 -08:00
Russell Bryant
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com>
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com>
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-02-02 11:58:18 -08:00
Woosuk Kwon
371d04d39b
[V1] Use FlashInfer Sampling Kernel for Top-P & Top-K Sampling ( #11394 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-12-27 09:32:38 +09:00
sroy745
dcb1a944d4
[V1] Adding min tokens/repetition/presence/frequence penalties to V1 sampler ( #10681 )
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Signed-off-by: Sourashis Roy <sroy@roblox.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-12-26 19:02:58 +09:00
