9d9d79c457
[DataProcessor] add strict ( #7307 )
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* add strict
* fix
2026-04-14 17:25:38 +08:00
b262419db1
Revert "[Other] support video_fps args for video bench ( #7077 )" ( #7254 )
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This reverts commit 938e7dd881798934910@qq.com >
2026-04-08 20:13:57 +08:00
938e7dd881
[Other] support video_fps args for video bench ( #7077 )
2026-04-02 10:40:15 +08:00
5d9524fc3c
[Models][Feature] Support new ERNIE reward model and add return_token_ids to reward API ( #6638 )
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* reward model
* Add support for pooling-based inference in the reward model
* bugfix
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2026-03-06 18:51:00 +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 )
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* 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
765df94e6c
[Optimization]update prompt & prompt_token_ids ( #6334 )
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* fix prompt
* add unit test
* add unit test
* fix
2026-02-04 20:08:01 +08:00
6e416c62dd
[Optimization] The pre- and post-processing pipeline do not perform dict conversion ( #5494 )
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* 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
be3be4913a
[Optimization] refactor(chat_handler,completion_handler): extract base classes and use AsyncLLM ( #5195 )
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* [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
a30b4da260
[Feature] Tracing: Fine-Grained Tracing for Request Latency Part1 ( #5458 )
2025-12-16 16:36:09 +08:00
909059c60a
[Feature] Support for request-level speculative decoding metrics monitoring. ( #5518 )
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* support spec metrics monitor per request
* fix bug
* remove debug log
* fix ut bugs
2025-12-12 12:22:18 +08:00
d79438bb86
add detoken switch ( #5463 )
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2025-12-10 21:44:02 +08:00
80efe98f8d
[PD Disaggregation] Add timestamp for analyzing splitwise deployment ( #5317 )
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* Add timestamp for analyzing splitwise deployment
* up
* up
* up
* up
* up
* up
* fix format
* fix
2025-12-08 10:08:44 +08:00
d4979347ca
[Bug fix] Fix the multi-input accuracy issue in the pooling model. ( #5374 )
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* fix multi-inputs
* fix threshold
* fix threshold
* fix
2025-12-05 20:18:17 +08:00
946025480e
[Bug fix] fix pooling models ( #5358 )
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* 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
a52aea073c
fix logprobs ( #5335 )
2025-12-04 10:38:51 +08:00
5f8d4aedea
[Feature] support audio tts ( #5333 )
2025-12-03 21:06:48 +08:00
c563eca791
[Feature] support reward model ( #5301 )
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* Your commit message here
* add test
* update develop
* support reward
* support enable_chunk_prefill
* support bingfa
* support convert is reward
* update test
* delete print
* fix enable_thinking
* add document
* fix place
* fix test
* fix
* support enable_prefix_caching
* add no-enable_prefix-caching test
* fix
* support enable_prefix_caching
* delete print
* fix document
* fix
* fix test
* fix document and delete chinese
* udpate
* enable_thinking
* fix test
2025-12-02 14:55:31 +08:00
117980dd4e
[LogProbs]Enable prompt logprobs output and modify data transmission method for the online interface. ( #5089 )
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* add prompt logprobs
* Merge prompt_logprobs_tensors and prompt_logprobs
* fix param check
* trigger ci
* fix unitest
* fix logprobs bug
2025-12-02 13:49:51 +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
08ca0f6aea
[Feature] [PD] add simple router and refine splitwise deployment ( #4709 )
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* add simple router and refine splitwise deployment
* fix
2025-11-06 14:56:02 +08:00
14e7d88ea4
[feature] support reward api ( #4518 )
...
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Co-authored-by: SunLei <sunlei5788@gmail.com >
2025-10-29 00:20:28 +08:00
a012e3608b
[Feature] support logits processors ( #4515 )
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* [feat] provide an interface for logits processors and a builtin LogitBiasLogitsProcessor
* [chore] fix code style
* [fix] add unit test & fix existing bugs
* [feat] add engine/worker arg --logits-processors
* [fix] redefine user args as logits_processors_args and fix some bugs
* [fix] fix test_sampler
* Update fastdeploy/model_executor/logits_processor/builtin.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/model_executor/logits_processor/__init__.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/model_executor/test_logits_processor.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* [fix] fix typo
* Update fastdeploy/engine/sampling_params.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* [fix] fix bracelet
* [chore] redefine logits processor interface: pass the entire share_inputs into LP, do not copy share_inputs and logits
* [doc] add docs
* [fix] fix logit bias processor not applied when decoding is too fast & add docs and tests
* [fix] fix redundant code
* [feat] skip apply() if no bias is specified
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-10-29 00:08:53 +08:00
2a9ed72533
feat: add support for API usage with multimodal models ( #4548 )
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* feat: add support for API usage with multimodal models
* completion_tokens contains num_image_tokens
* remove test_request.py
* fix: paddle.device.is_compiled_with_cuda()
* fix test_unstream_without_logprobs
2025-10-28 20:23:46 +08:00
8aab4e367f
[Feature] mm support prefix cache ( #4134 )
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* 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
327fa4c255
[DataProcessor] add reasoning_tokens into usage info ( #4520 )
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* 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
2025-10-25 16:57:58 +08:00
ee915220bd
[Speculative Decoding] Add draft_logprobs Support for Speculative Decode MTP ( #4467 )
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* feat: add draft_logprobs for Speculative Decode MTP
* feat: add draft_logprobs for Speculative Decode MTP
* feat: add draft_logprobs for Speculative Decode MTP
* fix: postprocess for speculative decode
* test: test_speculative_decoding_use_logprobs
* fix: test_completion_echo
* fix test_max_streaming_tokens
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-10-21 14:57:50 +08:00
4251ac5e95
【Fix】 remove text_after_process & raw_prediction ( #4421 )
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* remove text_after_process & raw_prediction
* remove text_after_process & raw_prediction
2025-10-16 19:00:18 +08:00
b4b579a7ed
Feature：Add support for Pooling Model Embedding and provide an OpenAI-compatible API. ( #4344 )
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* feat: add OpenAIServing
* feat: add ZmqOpenAIServing & OpenAIServingEmbedding
* feat: Refine the basic ServingEngine class and introduce ServingContext
* fix: codestyle
* fix: request
* fix: pooling_params
* feat: _process_chat_template_kwargs
* feat: support batch request
* feat: pooling_params verify & default parameters
---------
Co-authored-by: sunlei1024 <sunlei1024@example.com >
2025-10-15 19:42:59 +08:00
55124f8491
Add cli run batch ( #4237 )
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* feat(log):add_request_and_response_log
* [cli] add run batch cli
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-09-26 14:27:25 +08:00
ee9d8a840a
[fix]Modify follow-up push parameters and Modify the verification method for thinking length ( #4086 )
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* 续推参数 generated_token_ids 修改成 completion_token_ids;修改思考长度校验方式
* 续推参数 generated_token_ids 修改成 completion_token_ids;修改思考长度校验方式
* 续推参数 generated_token_ids 修改成 completion_token_ids;修改思考长度校验方式
* 续推参数 generated_token_ids 修改成 completion_token_ids;修改思考长度校验方式
* add completion_token_ids
* add logger
* fix reasoning_max_tokens ParameterError
* add unittest
* add unittest
* add unittest
* add unittest
* add unittest
* add unit test
2025-09-19 14:26:01 +08:00
9ac539471d
[format] Valid para format error info ( #4035 )
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* feat(log):add_request_and_response_log
* 报错信息与OpenAI对齐
2025-09-12 19:05:17 +08:00
b9af95cf1c
[Feature] Add AsyncTokenizerClient&ChatResponseProcessor with remote encode&decode support. ( #3674 )
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* [Feature] add AsyncTokenizerClient
* add decode_image
* Add response_processors with remote decode support.
* [Feature] add tokenizer_base_url startup argument
* Revert comment removal and restore original content.
* [Feature] Non-streaming requests now support remote image decoding.
* Fix parameter type issue in decode_image call.
* Keep completion_token_ids when return_token_ids = False.
* add copyright
2025-08-30 17:06:26 +08:00
88297240e7
[feat] completion api supports passing input token ids in either prompt or prompt_token_ids ( #3311 )
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* [feat] completion api supports passing input token ids in either `prompt` or `prompt_token_ids`
* [fix] update comment
* [fix] fix type error
* [test] add a unittest file for serving api test
* [test] try to fix ci error
* [chore] rename test function names
* [test] try to fix ci error
* [test] try to fix ci error
* [test] add tests for qwen
2025-08-29 14:19:42 +08:00
c68c3c4b8b
[Feature] bad words support v1 scheduler and specifiy token ids ( #3608 )
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* support bad_words_token_ids
* docs
* fix test
* fix
* bad words support kvcache v1 and token ids
* fix
2025-08-25 20:14:51 -07:00
9cab3f47ff
[Feature] Add temp_scaled_logprobs and top_p_normalized_logprobs parameters for logits and logprobs post processing ( #3552 )
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* [feature] Add temp_scaled_logprobs and top_p_normalized_logprobs parameters for logits and logprobs post processing
* infer engine support temp_scaled_logprobs and top_p_normalized_logprobs
* delete some code
* code check
* code check and add doc
* fix tokenizer.decoder(-1), return 'Invalid Token'
* add ci for temp_scaled and top_p logprobs
* check test
* check seq len time shape
* logprob clip inf
---------
Co-authored-by: sunlei1024 <sunlei5788@gmail.com >
2025-08-25 14:11:49 +08:00
e4f0b755b4
[fix] setting disable_chat_template while passing prompt_token_ids led to response error ( #3228 )
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* [fix] setting disable_chat_template while passing prompt_token_ids led to response error
* [fix] code syntax
* [test] add test case for this bug
* [test] add test case for empty message list
* [test] fix test case for empty message list
2025-08-21 17:30:51 +08:00
466cbb5a99
[Feature] Models api ( #3073 )
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* add v1/models interface related
* add model parameters
* default model verification
* unit test
* check model err_msg
* unit test
* type annotation
* model parameter in response
* modify document description
* modify document description
* unit test
* verification
* verification update
* model_name
* pre-commit
* update test case
* update test case
* Update tests/entrypoints/openai/test_serving_models.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/entrypoints/openai/test_serving_models.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/entrypoints/openai/test_serving_models.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/entrypoints/openai/test_serving_models.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/entrypoints/openai/serving_models.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: LiqinruiG <37392159+LiqinruiG@users.noreply.github.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-08-21 17:02:56 +08:00
31f639f10b
[Feature] add prompt_tokens and completion_tokens ( #3504 )
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2025-08-21 10:23:27 +08:00
9c129813f9
[Feature] add custom chat template ( #3251 )
...
* add custom chat_template
* add custom chat_template
* add unittest
* fix
* add docs
* fix comment
* add offline chat
* fix unit test
* fix unit test
* fix
* fix pre commit
* fix unit test
* add unit test
* add unit test
* add unit test
* fix pre_commit
* fix enable_thinking
* fix pre commit
* fix pre commit
* fix unit test
* add requirements
2025-08-18 16:34:08 +08:00
eda83ca672
add Tool Parser ( #3272 )
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* add tool-parser
* add tool-parser
* add tool parser
* add tool parser
* fix
* add offline
* add offline
* fix
* parsers:tool&reasoning
* 修改tool parser名称·
* update
* fix reasoning-parser
* add requirements
* fix finish reason
* fix
* fix reasoning-parser
* fix
* fix
* fix
* fix
* fix
---------
Co-authored-by: zhuzixuan <zhuzixuan@baidu.com >
2025-08-13 01:06:55 +08:00
2d1a4cacdf
Completion add raw_prediction/text_after_process ( #3356 )
2025-08-12 23:06:45 +08:00
dade19d7a4
[Feature] General support for logprobs ( #2974 )
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* [Feature] support logprobs in chat/completions and completions endpoints
* Temporarily comment out text_offset due to incorrect logic
* Clean up temporary debug prints
* [Feature] support logprobs in offline mode via SamplingParams
* fix: serialize Logprob as dict before zmq send to fix msgpack error
* refactor: remove redundant methods to simplify codebase
* Fix missing fields in CompletionOutput.to_dict affecting msgpack serialization
* refactor: centralize param validation in engine_client to reduce duplication
* revert: rollback changes in offline_demo.py
* revert: rollback changes in offline_demo.py
* [bugfix] fix parameter validation for logprobs
* [bugfix] fix parameter validation for logprobs
* [bugfix] fix parameter validation for logprobs
* [bugfix] fix parameter validation for logprobs
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Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-07-31 20:25:56 +08:00
25005fee30
[Doc] add chat_template_kwagrs and update params docs ( #3103 )
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* add chat_template_kwagrs and update params docs
* add chat_template_kwagrs and update params docs
* update enable_thinking
* pre-commit
* update test case
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Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-07-31 19:44:06 +08:00
0616c208d2
[Feature] Support include_stop_str_in_output in completion api ( #3096 )
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* [Feature] Support include_stop_str_in_output in completion api
* Fix ci test
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Co-authored-by: Jiang-Jia-Jun <jiangjiajun@baidu.com >
2025-07-30 22:18:48 +08:00
b242150f94
[feat] extra parameters are all passed directly via http payload now, or in extra_body if using openai client ( #3058 )
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* [feat] extra parameters are all passed directly via http payload now, or in extra_body if using openai client
* [fix] delete ci test case for enable_thinking
* [fix] add reasoning_parser when server starts
* [fix] fix ci consistency test error with reasoning parser
* [doc] update docs related to metadata
* [fix] cancel enable_thinking default value
2025-07-30 19:25:20 +08:00
74aa31d15b
[Feature] support bad_words ( #3055 )
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* support bad_words
* support online infer bad_words
* update
* add CI test
* update
* update
* update
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Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-07-30 09:31:29 +08:00
69996a40da
[feat] add disable_chat_template in chat api as a substitute for previous raw_request ( #3020 )
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* [feat] add disable_chat_template in chat api as a substitute for previous raw_request
* [fix] pre-commit code check
2025-07-25 20:57:32 +08:00
0fb37ab7e4
update flake8 version to support pre-commit in python3.12 ( #3000 )
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* update flake8 version to support pre-commit in python3.12
* polish code
2025-07-24 01:43:31 -07:00
2a8a2c06de
[fix] non-streaming api now returns full output ids if return_token_ids is enabled ( #2951 )
2025-07-22 14:35:56 +08:00
luukunn