634d23a38a
[Bugfix] Align thinking_budget behavior with ERNIE reasoning flow ( #6934 )
...
* [Bugfix] Align thinking_budget behavior with ERNIE reasoning flow
* [Docs] Fix thinking_budget markdown formatting
* [Test] Align ernie thinking budget test with process_request_dict
2026-03-23 14:15:55 +08:00
33e79f922a
[Optimization]Optimize CPU utilization ( #6950 )
...
* Optimize CPU utilization
2026-03-22 23:02:39 +08:00
f4a79d4c00
[Optimization]Unified data processing for online and offline ( #6891 )
...
* remove process_request
* fix chat
* fix unit test
* remove process response
* fix unit test
* fix offline decode
* Potential fix for pull request finding
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com >
* fix sampling_params
---------
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com >
2026-03-19 21:56:09 +08:00
33e01f22a8
[Feature][Sampling] Extend top-k_top-p sampling to all backends and unify greedy decoding with top_k=1 ( #6894 )
...
* update sampling
* fix
* fix
* fix mtp
* fix test
2026-03-19 01:43:10 -07:00
fb6c56dfd5
[BugFix][DataProcessor] Force top_k=1 for greedy decoding when temperature=0 ( #6748 )
...
* [BugFix] Force top_k=1 for greedy decoding when temperature=0
When temperature is set to 0 (greedy decoding), only setting temperature
to a small epsilon is insufficient — the sampling kernel may still pick
non-top-1 tokens. Explicitly set top_k=1 in all processors to guarantee
argmax behavior.
Additionally, add argmax fast-path in top_k_top_p_sampling() under
FD_DETERMINISTIC_MODE to handle non-rejection sampling backends that
ignore top_k parameter.
* Extract greedy decoding from FD_DETERMINISTIC_MODE guard
top_k=1 → argmax is a correctness optimization, not deterministic-specific.
Remove the FD_DETERMINISTIC_MODE guard so all-greedy fast-path and
mixed-batch override work unconditionally.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com >
* Update test_torch_model.py
---------
Co-authored-by: gongweibao <gognweibao@baidu.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-03-18 17:36:43 +08:00
fe8d58a094
[Optimization]update request in tool parser&reasoning parser ( #6858 )
...
* update request in tool parser&reasoning parser
2026-03-17 11:51:12 +08:00
a6351dea0b
[BugFix][Optimization] Replace silent failures with catchable exceptions and informative error messages ( #6533 )
...
* init
* init
* fix format
* add
* add files
* add ut
* fix some
* add ut
* add more
* add
* fix pre-commit
* fix pre-commit
* fix cover
* skip long seq
* add
* add
* fix
* remove not need
* fix set attr
* fix comments
* fix comments
* fix failed tests
---------
Co-authored-by: gongweibao <gognweibao@baidu.com >
2026-03-16 21:32:43 +08:00
97a4b3631e
[Processor]add qwen3vl prompt_token_ids support ( #6764 )
...
* [Processor]add qwen3vl prompt_token_ids support
* [Processor]add qwen3vl prompt_token_ids support unittest
* [Processor]add qwen3vl prompt_token_ids support precommit
2026-03-11 15:08:56 +08:00
cffa8c246c
[Others]update paddleformer 1.0.0 ( #6496 )
...
* update paddleformer 1.0.0
* update
2026-03-11 15:06:29 +08:00
1e49855b0f
[BugFix][DataProcessor] Add validate_model_path to fail fast on bad model path or unreachable network ( #6713 )
...
* fix
* add more endpoint
* fix some
---------
Co-authored-by: gongweibao <gognweibao@baidu.com >
2026-03-08 12:36:32 +08:00
caf73e8131
[Feature]add reasoning effort ( #6656 )
...
* add reasoning_effort
* fix log
* fix reasoning_effort
* add reasoning_effort level
* fix valid_parameters
* fix valid_parameters
* fix
* fix unit test
* add unit test
* add unit test
2026-03-06 14:16:02 +08:00
6d3fede240
[OP][Feature] 统一 limit_thinking_content_length CUDA 算子，支持回复长度限制与注入序列 ( #6493 )
...
* Initial plan
* Migrate PRs #6311 , #6129 , #6305 to develop and merge unit tests
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com >
* fix
* update
* fix
* fix ci
* fix ci
* Initial plan
* test: add test_chat_with_response_max_tokens to test_EB_VL_Lite_serving.py
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com >
* test: add disable-thinking case to test_chat_with_response_max_tokens
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com >
* test: add both reasoning_max_tokens and response_max_tokens case
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com >
* fix ci
* fix ci
* fix ci
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com >
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com >
2026-02-25 21:36:50 +08:00
14ea7243e1
[Feature] support mm_processor_kwargs for flexible model
2026-02-25 14:34:33 +08:00
a29ee57e15
[Feature] Support ThinkingBudget Logits processor to control thinking content length ( #6367 )
...
* feat: add thinking budget logits processor
* add unittest
* fix pre-commit
* add unittest
* docs: clarify operator-level vs logits processor usage and conflict guidance
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-02-25 14:17:09 +08:00
38c3e02470
fix paddleformers fallback ( #6465 )
2026-02-23 15:29:13 +08:00
d60daca4a8
[Feature] consider multimodal model when dummy run ( #6045 )
...
* add mm do profile
* updata code
* update code
* update code
* update code
* update test case
* update code
* update code
* fix xpu bug
* update code
* add mm do profile
* update test case
* update code
2026-02-09 17:49:55 +08:00
765df94e6c
[Optimization]update prompt & prompt_token_ids ( #6334 )
...
* fix prompt
* add unit test
* add unit test
* fix
2026-02-04 20:08:01 +08:00
6563b8307c
[Bug Fix] fix tokenizer oom ( #6287 )
...
* fix tokenizer oom
* fix unit test
2026-02-03 11:27:11 +08:00
8635d8880d
bug fix tool_calls ( #6166 )
2026-01-23 10:49:27 +08:00
6b968a76f1
【Optimization】update data_processor & add tool parser plugins ( #6096 )
...
* update data_processor
* fix unit test
* fix unit test
* add unit test
* add tool parser plugins
* fix tool call
* fix tool call
* fix tool call
* fix unit test
* fix unit test
* add unit test
* fix unit test
* fix unit test
* fix unit test
2026-01-22 17:17:32 +08:00
6e416c62dd
[Optimization] The pre- and post-processing pipeline do not perform dict conversion ( #5494 )
...
* to_request_for_infer initial commit
* refact to from_chat_completion_request
* preprocess use request initial commit
* bugfix
* processors refact to using request
* bug fix
* refact Request from_generic_request
* post process initial commit
* bugfix
* postprocess second commit
* bugfix
* serving_embedding initial commit
* serving_reward initial commit
* bugfix
* replace function name
* async_llm initial commit
* offline initial commit and fix bug
* bugfix
* fix async_llm
* remove add speculate_metrics into data
* fix logprobs bug
* fix echo bug
* fix bug
* fix reasoning_max_tokens
* bugfix
* bugfix and modify unittest
* bugfix and modify unit test
* bugfix
* bugfix
* bugfix
* modify unittest
* fix error when reasong_content is none for text_processor
* remove some unnessary logic
* revert removed logic
* implement add and set method for RequestOutput and refact code
* modify unit test
* modify unit test
* union process_request and process_request_obj
* remove a unit test
* union process_response and process_response_obj
* support qwen3_vl_processor
* modify unittest and remove comments
* fix prompt_logprobs
* fix codestyle
* add v1
* v1
* fix unit test
* fix unit test
* fix pre-commit
* fix
* add process request
* add process request
* fix
* fix
* fix unit test
* fix unit test
* fix unit test
* fix unit test
* fix unit test
* remove file
* add unit test
* add unit test
* add unit test
* fix unit test
* fix unit test
* fix
* fix
---------
Co-authored-by: Jiaxin Sui <95567040+plusNew001@users.noreply.github.com >
Co-authored-by: luukunn <981429396@qq.com >
Co-authored-by: luukunn <83932082+luukunn@users.noreply.github.com >
Co-authored-by: Zhang Yulong <35552275+ZhangYulongg@users.noreply.github.com >
2026-01-22 00:50:52 +08:00
e6cdea4492
[Models] Qwen3VL and Qwen3VL-Moe CUDA graph Support ( #5962 )
...
* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support
* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support v2
* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support v3
2026-01-09 17:09:02 +08:00
d8fcb7c07d
[Models] Add Qwen3-VL Moe Model Support ( #5913 )
...
* [Model] add Qwen3vl moe model support
* [Model] add Qwen3vl moe model support remove log
* [Model] add Qwen3vl moe model support unittest
2026-01-08 11:36:42 +08:00
deb9698ac5
remove invalid elif branch ( #5821 )
2025-12-29 19:21:28 +08:00
9286403570
[Models] Add Qwen3-VL Model Support ( #5763 )
...
* support v1 loader
* remove useless code
* remove useless
* [Model] support Qwen3VL images success
* [Model] support Qwen3VL rope_3d
* [Model] support Qwen3VL remove log
* [Model] support Qwen3VL RL
* [Model] support Qwen3VL tp
* [Model] support Qwen3VL video
* [Model] support Qwen3VL fix ernievl
* [Model] support Qwen3VL fix get_image_boundaries.cc array out of bounds
* [Model] support Qwen3VL fix multi card
* [Model] support Qwen3VL file close
* [Model] support Qwen3VL fix ce
* [Model] support Qwen3VL fix unittest
* [Model] support Qwen3VL add unittest
---------
Co-authored-by: Ayakouji <yuhongh@qq.com >
2025-12-29 17:39:33 +08:00
be3be4913a
[Optimization] refactor(chat_handler,completion_handler): extract base classes and use AsyncLLM ( #5195 )
...
* [Optimization] refactor(chat_handler,completion_handler): extract base classes and use AsyncLLM
* [Optimization] refactor(chat_handler,completion_handler): rename class
2025-12-25 16:28:15 +08:00
111955ec0c
[BugFix] 移除重复的 PaddleOCRVLProcessor 初始化代码
2025-12-17 18:58:02 +08:00
fbc9bce1e9
[Feature]Optimization of Thinking Pattern Framework ( #4302 )
...
* add model status in vl
* add x1 parser
* add model_status
* fix parser
* fix parser
* fix parser
* fix parser
* Revert "fix parser"
This reverts commit 300f446d8a
2025-12-10 16:17:06 +08:00
7c72383efa
[BugFix] fix decode time sleep bug ( #5461 )
...
* [BugFix] fix decode time sleep bug
* format
2025-12-10 15:48:48 +08:00
95eab9f9ee
[Feature] support stop_token_ids ( #5399 )
...
* support stop_token_ids
* fix
* delete chinese
* support both
* delete print
2025-12-09 17:49:12 +08:00
5d9b5e4a5b
[Engine] [Feature] Refactor async_llm:cross-process with EngineService，based on zmq communication ( #4868 )
...
* Refactor async_llm:cross-process with EngineService
* fix: async_llm output process
* fix: return prompt_token_ids and prompt_tokens in first res
* optimize common_engine start func
2025-12-09 10:53:40 +08:00
d4979347ca
[Bug fix] Fix the multi-input accuracy issue in the pooling model. ( #5374 )
...
* fix multi-inputs
* fix threshold
* fix threshold
* fix
2025-12-05 20:18:17 +08:00
946025480e
[Bug fix] fix pooling models ( #5358 )
...
* fix
* fix
* fix test
* fix gpu_model_runner
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-04 11:06:30 +08:00
70ec1e17c1
[Features] add audio request & fix embedding bug ( #5201 )
...
* [Features] add audio request & fix embedding bug
* fix bug
2025-12-01 11:12:17 +08:00
bc118c3d2d
fix prompt_token_ids is None in request dict ( #5241 )
2025-11-26 17:10:45 +08:00
2d787590c4
[Feature] The 45VL supports prompt_token_ids + messages input. ( #5148 )
...
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* support prompt_token_ids + messages
* fix bug
* refact code structure
* support cache mm items
* refact code structure
* delete test cases
* modify unit test
* add unit test
* add unit test
* fix append
* add check for messages
2025-11-25 23:11:44 +08:00
af715db763
[Scheduler] Support chunk prefill for video input ( #5107 )
...
* add video chunk prefill
* add vit_merge=True for test_tokenizer_client.py
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-11-20 16:29:13 +08:00
a5cd7c9039
[BugFix] rollback max_tokens and min_tokens when continue to infer ( #5082 )
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* [BugFix] rollback max_tokens and min_tokens when continue to infer
* [BugFix] rollback max_tokens and min_tokens when continue to infer
* [fix] add more logger info: max_tokens
---------
Co-authored-by: liqinrui <liqinrui@baidu.com >
2025-11-19 18:43:42 +08:00
33f96ff93a
[BugFix] rollback max_tokens and min_tokens when continue to infer ( #5052 )
...
Co-authored-by: liqinrui <liqinrui@baidu.com >
2025-11-17 14:31:26 +08:00
9703108c28
[BugFix] adjust max_tokens and min_tokens when continue to generate tokens ( #5010 )
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* fix max and min tokens initial commit
* fix double subtraction
* add unit tests
2025-11-13 23:52:54 +08:00
3dc0ffa46d
[TSP] Support qwen3 moe tsp + cudagraph ( #4871 )
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* support qwen3_moe tsp mode
* fix
* fix
* update
* update
* update
* fix
* support external_rmsnorm
* update
* fix
2025-11-10 23:37:51 +08:00
2c281e617c
Update Unit Test for PaddleOCR-VL ( #4802 )
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* fix paddleocr prefix cache bug
* add test for paddleocr_vl
* disable prefix-caching in ocr
* add test for paddleocr_vl
* Fix top_p for rejection sampling
* add test for ocr processor; fix top_p for rejection sampling
* add test for ocr processor; fix top_p for rejection sampling
* add test for ocr processor; fix top_p for rejection sampling
* add test for ocr processor; fix top_p for rejection sampling
* add test for ocr processor; fix top_p for rejection sampling
---------
Co-authored-by: ming1753 <ideaminghp@163.com >
Co-authored-by: ming1753 <61511741+ming1753@users.noreply.github.com >
2025-11-04 22:40:15 +08:00
8a40374bfe
[BugFix] Fix ernie4_5_vl_processor.py and qwen_vl_processor.py can not disable thinking ( #4762 )
...
* fix ernie4_5_vl_processor.py and qwen_vl_processor.py
* add unit test
2025-11-04 16:00:32 +08:00
7b35488779
【DataProcessor】add options thinking_mode ( #4735 )
...
* add thinking_mode
* add thinking_mode
* add thinking_mode
* add thinking_mode
* add thinking_mode
* add thinking_mode
* add unit test
2025-11-03 14:30:07 +08:00
7dc9d9885e
[BugFix] fix offline llm chat "enable_thinking" is always "False" ( #4686 )
...
* fix enable_thinking
* recover ernie4_5_vl_processor
2025-10-30 19:45:41 +08:00
d7d0112bbf
[CI] Add test for paddleocr_vl ( #4627 )
2025-10-30 13:40:04 +08:00
14f8cddaf1
[Feature] add mm token usage ( #4570 )
...
* add mm token usage
* fix unit test
* fix unit test
* fix unit test
* fix model path
* fix unit test
* fix unit test
* fix unit test
* remove uncomment
* change var name
* fix code style
* fix code style
* fix code style
* fix code style
* fix unit test
2025-10-29 14:37:12 +08:00
561b9f38d3
[BugFix] fix paddleocr prefix cache bug ( #4625 )
...
* fix paddleocr prefix cache bug
* disable prefix-caching in ocr
2025-10-28 21:38:12 +08:00
7681375a19
[BugFix] PaddleOCR-VL fix FD_DEBUG type and support v1 loader ( #4605 )
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* [Bug Fix] PaddleOCRVL fix FD_DEBUG type and support HF model
* fix bug
* fix bug
* fix bug
2025-10-28 09:47:47 +08:00
8aab4e367f
[Feature] mm support prefix cache ( #4134 )
...
* support mm prefix caching
* update code
* fix mm_hashes
* support encoder cache
* add encoder cache
* update code
* update encoder cache
* fix features bug
* fix worker bug
* support processor cache, need to optimize yet
* refactor multimodal data cache
* update code
* update code
* update v1 scheduler
* update code
* update code
* update codestyle
* support turn off processor cache and encoder cache
* update pre-commit
* fix code
* solve review
* update code
* update code
* update test case
* set processor cache in GiB
* update test case
* support mm prefix caching for qwen model
* fix code style check
* update pre-commit
* fix unit test
* fix unit test
* add ci test case
* fix rescheduled bug
* change text_after_process to prompt_tokens
* fix unit test
* fix chat template
* change model path
* [EP] fix adapter bugs (#4572 )
* Update expert_service.py
* Update common_engine.py
* Update expert_service.py
* fix v1 hang bug (#4573 )
* fix import image_ops error on some platforms (#4559 )
* [CLI]Update parameters in bench latecy cli tool and fix collect-env cli tool (#4558 )
* add collect-env
* del files
* [Graph Optimization] Add dy_runnable and introduce cudagraph_switch_threshold for cudagraph mode switching (#4578 )
* add new branch for sot
* reorder
* fix batch bug
* [XPU]Moe uses a new operator (#4585 )
* [XPU]Moe uses a new operator
* [XPU]Moe uses a new operator
* update response
* [Feature] Support Paddle-OCR (#4396 )
* init
* update code
* fix code style & disable thinking
* adapt for common_engine.update_mm_requests_chunk_size
* use 3d rope
* use flash_attn_unpadded
* opt siglip
* update to be compatible with the latest codebase
* fix typo
* optim OCR performance
* fix bug
* fix bug
* fix bug
* fix bug
* normlize name
* modify xpu rope
* revert logger
* fix bug
* fix bug
* fix bug
* support default_v1
* optim performance
* fix bug
---------
Co-authored-by: root <root@szzj-acg-tge1-fdda9.szzj.baidu.com >
Co-authored-by: zhangyue66 <zhangyue66@baidu.com >
* [DataProcessor] add reasoning_tokens into usage info (#4520 )
* add reasoning_tokens into usage info initial commit
* add unit tests
* modify unit test
* modify and add unit tests
* fix unit test
* move steam usage to processor
* modify processor
* modify test_logprobs
* modify test_logprobs.py
* modify stream reasoning tokens accumulation
* fix unit test
* perf: Optimize task queue communication from engine to worker (#4531 )
* perf: Optimize task queue communication from engine to worker
* perf: get_tasks to numpy
* perf: get_tasks remove to_numpy
* fix: request & replace ENV
* remove test_e2w_perf.py
* fix code style
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
* Clean up ports after processing results (#4587 )
* [CI] Add /re-run command in PR comments to restart failed CI workflows (#4593 )
* [Others] api server exits when worker process is dead (#3271 )
* [fix] fix terminal hangs when worker process is dead
* [chore] change sleep time of monitor
* [chore] remove redundant comments
* update docs
---------
Co-authored-by: ApplEOFDiscord <wwy640130@163.com >
Co-authored-by: ApplEOFDiscord <31272106+ApplEOFDiscord@users.noreply.github.com >
Co-authored-by: ltd0924 <32387785+ltd0924@users.noreply.github.com >
Co-authored-by: yinwei <yinwei_hust@163.com >
Co-authored-by: JYChen <zoooo0820@qq.com >
Co-authored-by: qwes5s5 <45442318+qwes5s5@users.noreply.github.com >
Co-authored-by: Ryan <zihaohuang@aliyun.com >
Co-authored-by: yyssys <atyangshuang@foxmail.com >
Co-authored-by: ming1753 <61511741+ming1753@users.noreply.github.com >
Co-authored-by: root <root@szzj-acg-tge1-fdda9.szzj.baidu.com >
Co-authored-by: zhangyue66 <zhangyue66@baidu.com >
Co-authored-by: kxz2002 <115912648+kxz2002@users.noreply.github.com >
Co-authored-by: SunLei <sunlei5788@gmail.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: Zhang Yulong <35552275+ZhangYulongg@users.noreply.github.com >
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
Co-authored-by: 李泳桦 <39643373+liyonghua0910@users.noreply.github.com >
2025-10-27 17:39:51 +08:00
jackyYang6