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67 Commits

Author SHA1 Message Date
Liangsheng Yin
e6d40bff81 Revert "feat: reduce constrained-decoding overhead in TP" (#16845) 2026-01-10 11:39:38 +08:00
Raayan Dhar
76b3c698d6 feat: reduce constrained-decoding overhead in TP (#13947) 
Signed-off-by: Raayan Dhar raayan.dhar@gmail.com <raayan.dhar@gmail.com>
Signed-off-by: raayandhar <raayan.dhar@gmail.com>
 2026-01-10 00:38:32 +08:00
Qiaolin Yu
dd93e4451c Support returning customized info (#16144) 2026-01-02 15:32:18 +08:00
Qiaolin Yu
173940927f Add customized sampler registration (#15423) 2025-12-18 23:10:23 -08:00
Liangsheng Yin
516738b096 Depreate global_server_args_dict (#11528) 2025-10-13 19:34:43 +08:00
Cheng Wan
1bdd010291 Revert "Deprecate global_server_args_dict" (#11520) 2025-10-12 17:40:40 -07:00
Liangsheng Yin
1083e7e3df Deprecate global_server_args_dict (#11331) 2025-10-13 01:20:47 +08:00
Liangsheng Yin
501dfa6b42 Remove sampling info events and overlap thread file (#11300) 2025-10-07 21:34:25 +08:00
Liangsheng Yin
1519a89cfd Remove overlap thread (#11210) 
Co-authored-by: Lianmin Zheng <15100009+merrymercy@users.noreply.github.com>
Co-authored-by: Hanming Lu <69857889+hanming-lu@users.noreply.github.com>
 2025-10-07 20:12:12 +08:00
Qiaolin Yu
e2ac7888b8 [2/2] Support deterministic inference for temperature > 0 (#10678) 
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: hebiao064 <hebiaobuaa@gmail.com>
 2025-09-21 19:36:08 -07:00
Baizhou Zhang
8ecef73f12 [1/2] Support deterministic inference with flashinfer attention backend (#10645) 
Co-authored-by: hebiao064 <hebiaobuaa@gmail.com>
Co-authored-by: Qiaolin-Yu <liin1211@outlook.com>
 2025-09-19 23:34:29 -07:00
Lianmin Zheng
71133a0426 [Auto Sync] Update sampling_batch_info.py (20250909) (#10212) 
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: cctry <shiyang@x.ai>
 2025-09-09 01:29:52 -07:00
Lianmin Zheng
9e426466af Clean up allocators (#9134) 
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-13 13:56:04 -07:00
J
0e7a5b2694 fix: prevent crashes due to logit bias dimension mismatch (#7685) 2025-07-23 15:30:55 -07:00
Lianmin Zheng
071a1f51ae [Minor] clean up multimodal processor and tokenizer manager (#7624) 2025-06-29 02:50:14 -07:00
Brayden Zhong
ca9291181d [Feature] Add Logit Bias (#6579) 
Co-authored-by: Cinjon Resnick <cinjon.resnick@gmail.com>
 2025-06-10 15:39:25 -07:00
Lianmin Zheng
608668e143 Slightly improve the sampler to skip unnecessary steps (#6956) 2025-06-08 03:18:54 -07:00
Lianmin Zheng
d18c6b3358 Support incremental streaming of logprob/token_ids between scheduler and detokenizer (#6225) 
Co-authored-by: SangBin Cho <rkooo567@gmail.com>
 2025-05-12 14:33:38 -07:00
applesaucethebun
2ce8793519 Add typo checker in pre-commit (#6179) 
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
 2025-05-11 12:55:00 +08:00
Yineng Zhang
66fc63d6b1 Revert "feat: add thinking_budget (#6089)" (#6181) 2025-05-10 16:07:45 -07:00
thyecust
63484f9fd6 feat: add thinking_budget (#6089) 2025-05-09 08:22:09 -07:00
Lianmin Zheng
177320a582 Clean up imports (#5467) 2025-04-16 15:26:49 -07:00
JieXin Liang
1a3fa75f2f [Fix] use torch.cat instead of torch.concat to prevent entering the Autograd backends. (#4466) 2025-03-16 00:02:47 -07:00
Lianmin Zheng
ac2387279e Support penalty in overlap mode; return logprob with chunked prefill; improve benchmark scripts (#3988) 
Co-authored-by: SangBin Cho <rkooo567@gmail.com>
Co-authored-by: dhou-xai <dhou@x.ai>
Co-authored-by: Hanming Lu <hanming_lu@berkeley.edu>
 2025-03-03 00:12:04 -08:00
Qiaolin Yu
40782f05d7 Refactor: Move return_hidden_states to the generate input (#3985) 
Co-authored-by: Beichen-Ma <mabeichen12@gmail.com>
 2025-03-01 17:51:29 -08:00
Qiaolin Yu
d6898dd253 Add return hidden state in the native API (#3897) 
Co-authored-by: Beichen-Ma <mabeichen12@gmail.com>
Co-authored-by: Chayenne <zhaochen20@outlook.com>
 2025-02-26 22:06:54 -08:00
Lianmin Zheng
27acf63bbd Use torch.compile for scaling penalty (#3133) 2025-01-25 18:27:33 -08:00
Hongpeng Guo
583697cd71 [Enhancement] Custom Logit Processor Improvement (#2998) 
Signed-off-by: Hongpeng Guo <hpguo@anyscale.com>
 2025-01-20 02:00:35 -08:00
Hongpeng Guo
e403d23757 [Feature] Add sampler custom logits processor (#2396) 
Signed-off-by: Hongpeng Guo <hpguo@anyscale.com>
 2025-01-19 14:46:53 -08:00
Xiaoyu Zhang
d08c77c434 Sampling penalties memory interface (#2870) 2025-01-13 23:09:00 +08:00
Lianmin Zheng
bdc1acf6cd Misc fix for min_p_sampling, --cuda-graph-bs (#2761) 2025-01-07 02:52:53 -08:00
Lianmin Zheng
21ec66e59e Minor follow-up fixes for the logprob refactor (#2670) 2024-12-30 05:42:08 -08:00
Lianmin Zheng
9c6ba2484f Refactor logprob computation to return the real logprob used in sampling (#2664) 2024-12-30 04:51:38 -08:00
Lianmin Zheng
0e7409adb6 Fix the overlap for xgrammar (#2377) 2024-12-06 05:49:29 -08:00
Yixin Dong
538fa0ae13 [Fix] Avoid calling fill_vocab_mask for terminated requests (#2175) 2024-11-25 17:31:25 +08:00
Lianmin Zheng
7d671e4ad2 Enable overlap by default (#2067) 2024-11-19 22:07:58 -08:00
Lianmin Zheng
ffd20fcd03 Make constrained decoding work for overlap scheduler (#2095) 2024-11-19 15:04:43 -08:00
Lianmin Zheng
b110453802 Simplify logits penalizer (#2086) 2024-11-18 17:48:28 -08:00
DarkSharpness
9c745d078e [Performance] Update xgrammar-related constrained decoding (#2056) 2024-11-17 16:58:49 -08:00
Lianmin Zheng
edad373135 Fix illegal memory access in overlap mode & Use more fused triton kernels for building meta data (#2051) 2024-11-16 16:14:23 -08:00
Lianmin Zheng
ba069a24d3 Fix grammar backend (#2018) 2024-11-12 21:17:38 -08:00
DarkSharpness
b77a02cdfd [Performance] Support both xgrammar and outlines for constrained decoding (#1752) 2024-10-25 21:47:02 +00:00
Lianmin Zheng
e12358dc91 Simplify the usage of device (#1734) 2024-10-20 18:17:41 -07:00
Lianmin Zheng
59cbf47626 Unify the memory pool api and tp worker API (#1724) 2024-10-19 23:19:26 -07:00
Lianmin Zheng
3db43d1b08 Fix is_all_ready for overlap copy (#1710) 2024-10-18 21:01:52 -07:00
Lianmin Zheng
f0f8a7699b Simplify the nan detection and greedy check in sampler (#1709) 2024-10-18 20:21:24 -07:00
Lianmin Zheng
2bcfba1b08 Skip unnecessary penalizer (#1707) 2024-10-18 17:54:03 -07:00
Lianmin Zheng
392f2863c8 Add dtype for more operations (#1705) 2024-10-18 12:18:15 -07:00
Lianmin Zheng
4a292f670d [Minor] Add some utility functions (#1671) 2024-10-14 20:08:03 -07:00
Lianmin Zheng
9da5a60b18 Add an option to disable penalizer (#1651) 2024-10-12 17:53:23 -07:00