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107 Commits
Author SHA1 Message Date
Cyrus Leung ea5ff3a1f6 [Refactor] Simplify BOS/EOS token handling (#34435) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:18:24 -08:00
Cyrus Leung fb455ed547 [V0 Deprecation] Remove code related to per-request logits processors (#34400) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:44:28 +08:00
Cyrus Leung ced2a92f40 [Refactor] Move validation to params definitions (#34362) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:33:15 -08:00
cjackalandj0shuajun 35bf5d08e8 [bugfix] Fix online serving crash when text type response_format is received (#26822) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
Co-authored-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
 2026-01-16 12:23:54 +08:00
R3hankhan 1ab055efe6 [OpenAI] Extend VLLMValidationError to additional validation parameters (#31870) 
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
 2026-01-07 14:45:49 +00:00
Michael Goin bc5ef333e0 [Perf] Add skip_clone to SamplingParams for internal request handling (#31041) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-24 14:35:57 -08:00
Cyrus Leung 34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
kflu ce58fdc1c3 Fix PoolingParams.skip_reading_prefix_cache type (#29364) 
Signed-off-by: KFL <kludev@gmail.com>
 2025-11-25 06:39:29 +00:00
Harry Mellor 316c8492bf Scheduled removal of guided_* config fields (#29326) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 05:24:05 +00:00
Cyrus Leung 56e96b37e4 [V0 Deprecation] Remove best_of (#29090) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-21 11:40:40 +08:00
Jialin Ouyangand22quinn 40b6b38f2c [Core] Switch Flat logprob control from environment variable to SamplingParams (#28914) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-11-19 02:10:02 +00:00
wang.yuqi a55b64635c [Model] Allow users to control skip reading cache per request. (#28194) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-11-16 00:04:50 -08:00
Nicolò LucchesiandHarry Mellor 6f1e7f7226 [DisaggEverything] Tokens in<>out /generate endpoint (#24261) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-14 09:58:01 -07:00
Hanchenligemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Wei WeiWei WeiCyrus Leung
 		7c572544e4 [GPT-OSS] Structure_Tag support for gpt-oss tool-call in cot (#25515) 
Signed-off-by: Hanchenli <lihanc2002@gmail.com>
Signed-off-by: Hanchenli <61769611+Hanchenli@users.noreply.github.com>
Signed-off-by: Wei Wei <wwei6@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wei Wei <wwei6@meta.com>
Co-authored-by: Wei Wei <weiweinpu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-17 21:55:54 -07:00
Harry Mellor 6c9fdbf725 [Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -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
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
Harry Mellor 875d6def90 Add backward compatibility for GuidedDecodingParams (#25422) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-23 17:07:30 +01:00
William Song c9ff9e6f0c [Docs] add the parallel sampling usage in LLMEngine and AsyncLLM (#24222) 2025-09-18 04:37:08 -07:00
Aaron PhamandHarry Mellor 29283e8976 [Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
Xingyu Liu22quinnCyrus Leung
 		b3d7e3c845 [Sampler] Support returning all prompt logprobs (#23868) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-07 19:34:31 -07:00
Gabriel Marinhogemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Max de Bayser
 		5b8077b8ac Fix wrong truncate_prompt_tokens type hint (#22761) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Gabriel Marinho <104592062+gmarinho2@users.noreply.github.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-30 20:39:38 +00:00
Harry Mellor 00976db0c3 [Docs] Fix warnings in docs build (#22588) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-10 05:49:51 -07:00
22quinn 54de71d0df [Sampler] Support returning all logprobs or logits (#21792) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-08-04 03:04:12 -07:00
Harry Mellor 313ae8c16a [Deprecation] Remove everything scheduled for removal in v0.10.0 (#20979) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-15 15:57:53 +00:00
afeldman-nmandNick Hill dfada85eee [Frontend] Expose custom args in OpenAI APIs (#16862) 
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-06-18 17:41:11 -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
CYJiang d054da1992 [Misc] fix: add miss best_of param validation (#18555) 
Signed-off-by: googs1025 <googs1025@gmail.com>
 2025-06-03 11:02:07 -07:00
Harry Mellor c6798baa9c Change top_k to be disabled with 0 (still accept -1 for now) (#17773) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 10:01:49 +00:00
Qiong Zhou Huang 39956efb3f [Bugfix] Fix bad words for Mistral models (#17753) 
Signed-off-by: Qiong Zhou Huang <qiong@phonic.co>
 2025-05-07 23:32:10 -07:00
Yang Wang b8b0859b5c add more pytorch related tests for torch nightly (#17422) 
Signed-off-by: Yang Wang <elainewy@meta.com>
 2025-05-02 03:29:59 -07:00
Gabriel MarinhoandMax de Bayser 1c2bc7ead0 Truncation control for embedding models (#14776) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-04-30 09:24:57 +08:00
Harry Mellor a6977dbd15 Simplify (and fix) passing of guided decoding backend options (#17008) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:02:23 +00:00
Nick Hill 8262a3e23b [Misc] Validate stop_token_ids contents (#17268) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-28 03:54:05 +00:00
Russell Bryant f8acd01ff7 [V1] Add structural_tag support using xgrammar (#17085) 2025-04-26 14:06:37 +00:00
ChaunceyandRussell Bryant acba33a0f1 [Bugfix] Fix the issue where llm.generate cannot be called repeatedly after setting GuidedDecodingParams (#16767) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-04-22 06:02:20 +00:00
Alex BrooksandNick Hill f8f9c0ba62 [Bugfix] Don't set an upper bound on repetition penalty (#16403) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-04-11 14:19:40 +08:00
yihong 04149cce27 [BugFix] fix some typos found by typos. (#16314) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-04-09 03:43:59 -07:00
Nick Hill 623e2ed29f [BugFix][V1] Quick fix for min_tokens with multiple EOS (#15407) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-24 15:58:59 -07:00
Nick Hill fc1f67715d [BugFix][V1] Fix overhead related to bad_words sampling when not in use (#14894) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-16 14:53:34 -07:00
Nick Hill 4059adc31b [Misc][Minor] Simplify SamplingParams.__post_init__() (#14772) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-14 11:44:20 +08:00
22quinnandNick Hill eb8b5eb183 [V1] Support bad_words in sampler (#13376) 
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
Aviv Keshet 4aae667668 [core] add extra_args to SamplingParams (#13300) 
Signed-off-by: Aviv Keshet <akeshet@scaledcognition.com>
 2025-03-08 14:41:18 +08:00
Harry Mellor bf0560bda9 Reinstate best_of for V0 (#14356) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-06 08:34:22 -08:00
VincentBrayden ZhongHarry Mellor
 		a4f1ee35d6 Deprecate best_of Sampling Parameter in anticipation for vLLM V1 (#13997) 
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
Harry Mellor cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Joe Runde bfbc0b32c6 [Frontend] Add backend-specific options for guided decoding (#13505) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-02-20 15:07:58 -05:00
Lu Fang 6224a9f620 Support logit_bias in v1 Sampler (#13079) 2025-02-14 04:34:59 -08:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **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
Michael Goin 74fa1d123c [Bugfix] Fix OpenAI parallel sampling when using xgrammar (#11637) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-12-31 03:43:54 +00:00