53aaac69da
[Optimization] Enable BF16 gate computation for GLM and Qwen ( #6457 )
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* gate bf16
* add gate-fp32
* fix
* update baseline
* update
* update
* fix
2026-02-26 21:08:46 -08:00
edd31e8849
[Feature] Add Deterministic Inference Support ( #6476 )
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* add
* [tests] Add Paddle attention determinism tests and refactor resource manager
Add comprehensive determinism tests for Paddle attention layer and refactor
resource manager for deterministic mode support.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com >
* add
* add
* add
* add
* add more
* add more
* fixsome
* fixsome
* fix bugs
* fix bugs
* only in gpu
* add docs
* fix comments
* fix some
* fix some
* fix comments
* add more
* fix potential problem
* remove not need
* remove not need
* remove no need
* fix bug
* fix bugs
* fix comments
* fix comments
* Update tests/ce/deterministic/test_determinism_verification.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/inter_communicator/test_ipc_signal.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/layers/test_paddle_attention_determinism.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/engine/test_sampling_params_determinism.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/layers/test_paddle_attention_determinism.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/layers/test_paddle_attention_determinism_standalone.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix comments
* fix import error
* fix a bug
* fix bugs
* fix bugs
* fix coverage
* refine codes
* refine code
* fix comments
* fix comments
* fix comments
* rm not need
* fix allreduce large tensor bug
* mv log files
* mv log files
* add files
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2026-02-26 19:31:51 -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
a29ee57e15
[Feature] Support ThinkingBudget Logits processor to control thinking content length ( #6367 )
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* 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
7380bfb476
[BugFix]fix console log metrics waitting queue count ( #6432 )
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* [BugFix]fix console log metrics waitting queue count
* [BugFix]fix console log metrics waitting queue count unittest
2026-02-11 10:51:49 +08:00
62ac1e543f
[BugFix] Compatibility fix for download feature links ( #6276 )
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* [BugFix] Compatibility fix for download feature links
* add download time log
* remove paddle tensor case
2026-02-10 14:21:08 +08:00
335ab70b1c
[Feature] console print metrics add env ( #6413 )
2026-02-10 09:37:11 +08:00
ec128068b7
[Others] Exit to ensure no residual processes (cpu cache & dp) ( #6377 )
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* [Others] good exit single dp
* [Others] good exit cpu cache dp>1
* [Others] good exit cpu cache dp>1 unittest
2026-02-09 20:38:38 +08:00
35c24f3f71
Revert "[Optimize] Optimize ttft for ep ( #6098 )" ( #6402 )
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This reverts commit 90db0bdd0d
2026-02-09 19:01:23 +08:00
d60daca4a8
[Feature] consider multimodal model when dummy run ( #6045 )
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* 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
eb8d639fe3
[Engine] apiserver&engine exit when work failed to start ( #6322 )
2026-02-09 15:07:40 +08:00
5ac5ecd0b0
[BugFix] fix cache transfer tasks failure after cache cleared ( #6202 )
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* [fix] fix cache transfer tasks failure after cache cleared
* [fix] fix submit_task
* [fix] fix cache manager hang when clearing prefix cache
* [fix] fix list_proxy has no clear method
* [fix] fix barrier
* [fix] add barrier0
* [fix] add cache_task_is_paused_signal
* [fix] fix condition
* [fix] fix cache transfer sync and delay prefix cache tree clearing
* [fix] fix typo
* [chore] polish code
* [fix] revert only rank0 write kv_cache_status_signal
* [fix] fix thread pool and prefix cache manager hang
* [fix] add timeout for task_swapping_event
* [fix] tolerate prefix cache manager error while prefix tree is cleared
* [chore] add more log
* [fix] fix test_prefix_cache_manager
* [fix] fix prefix_cache_status_signal usage
2026-02-08 15:33:56 +08:00
1c0a2b055f
[Feature] console print statistical metrics ( #6339 )
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* [Feature] console print statistical data
* [Feature] console print statistical data v2 dp_rank
* [Feature] console print statistical data v2 unittest
* [Feature] console print statistical data v3 unittest
2026-02-05 19:20:36 +08:00
90db0bdd0d
[Optimize] Optimize ttft for ep ( #6098 )
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* optimize ttft
* fix
* fix
* fix ci
* fix ci
* fix
* fix bug
* fix
* add comments
* fix ci
* fix
2026-02-04 15:03:29 +08:00
9b0a82cfa9
[Model Runner] Support overlap schedule ( #6259 )
2026-02-04 10:49:44 +08:00
faade7d0ab
[BugFix] Fix port-releated errors in mix mode when FD_ENABLE_INTERNAL_ADAPTER is enabled ( #6309 )
2026-02-03 19:49:01 +08:00
39dc4b0c2e
[Feature] [KVCache] support file_store kv cache backend ( #6188 )
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* fix(examples): comment out stop.sh to avoid error when script is missing
* feat: add file_store support for cache manager
* [fix] fix multi gpu transfer
* [fix] fix global kvcache transfer
* [Feature] [KVCache] support file_store kv cache backend
* chore: update FileStore according to PR comments
* fix: remove comments
* fix: add swap_cache_layout for file store
* fix: remove rank key
* fix: Switch KV cache storage to pure file mode
* Temporarily disable support for Tensor types
* fix: remove args --kvcache_file_path & add envs FILE_BACKEND_STORAGE_DIR
* fixx: Simplify cache_transfer_manager.py
* fix: fix syntax bug
* fix: Simplify file_store.py
* fix: Use the key directly as the filename
* fix: Simplify set()
* fix: Simplify cache_transfer_manager.py & file_store.py
* fix: Only support load to cpu buffer
* feat: add FileStore backend for cache transfer
* fix: guard zmq import
2026-02-03 14:37:58 +08:00
4760835789
Fix heartbeat signal's sleeptime error ( #6241 )
2026-02-03 14:28:51 +08:00
292bab7e6d
[BugFix] Fix bug for enable output caching ( #6226 )
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* [BugFix] Fix bug for enable output caching
* fix
* Fix
* fix
* fix ci
2026-01-30 10:55:36 +08:00
6e9a57b7c1
[Bug fix] Fix multi modal fetch feature ( #6095 )
2026-01-28 18:02:26 +08:00
b1698a79cb
[RL] add version to the key of cache storage && refine raising error ( #6160 )
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* Waiting for cache transfer manager inited
* up
* up
* up
* up
* up
* fix according comments
* fix unittest
* fix
* fix unittest
* fix error
* pass storage_backend to worker
2026-01-27 10:47:46 +08:00
08c411518f
[Loader] support dummy load weight ( #6169 )
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* [Loader] support dummy load weight
* [Loader] support dummy load weight v2
* [Loader] support dummy load weight unittest
* [Loader] support dummy load weight unittest v2
* [Loader] support dummy load weight v3 docs and fp8
2026-01-26 13:58:53 +08:00
b7c5daa316
[RL] add pause, update_weights, resume interface for async RL ( #6052 )
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* support dynamic run_control_request through zmq from apiserver to common_engine
* support pause/resume/is_paused/update_weights in apiserver->common_engine by common run_control_method
* change /is_puased from HTTP POST method to GET method
* add pause、resume、is_paused implementation
* support engine <==> worker communication(request&response)
* support sync weights through RDMA from checkpoint_transfer
* support specified version, rsync_config in update_weights rpc call
* add pause, update_weights, resume interface for async RL
* bug fix: update_weights support using default arguments
* fix typo
* typo fix
* typo fix
* typo fix
* add unitest for control request/response, localscheduler.get_inflight_requests, resource_manager_v1.preempted_all
* add "rsync" to LoadConfig.load_strategy Literal type hints
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* typo fix
* typo fix
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* check version/rsync params
* add error log when version.txt not exists
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* raise specified ValueError when paramters check failed
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* tp barrier after run_control_method
* encode 'engine_worker_queue_port' to unique name of worker2engine fmq queue
* typo fix
* typo fix
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2026-01-23 10:18:07 +08:00
8d27a523e7
[Feature] [KVCache] support attention_store kv cache backend ( #5823 )
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* [feat] support attention_store kv cache backend
* [fix] fix codestyle
* [chore] optimize log
* [fix] fix write storage task
* [fix] fix read storage
* [fix] fix code conflict after merge develop
* [fix] fix cache bytes and read task token ids
* [chore] add model for cache transfer manager
* [chore] add some log
* [chore] remove launched_cache_manager_signal
* [fix] fix write_back_storage_task match_block_num condition
* [fix] fix swap_cost_time
* [ci] fix ci
* Update fastdeploy/engine/sched/resource_manager_v1.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/cache_manager/cache_transfer_manager.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/cache_manager/transfer_factory/mooncake_store/attention_store.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2026-01-22 21:01:23 +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
988e0bc338
[Feature] Add PaddleFormers fallback backend ( #5999 )
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* feat(paddleformers): add dense text model fallback backend
* docs(paddleformers): add user guide and fix code review issues
* add fallback unit test
* precommit format
* fix pre-commit
* fix: address code review feedback
* docs: add PaddleFormers backend documentation (EN) and simplify installation
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-01-19 21:50:50 +08:00
7d44009f39
[FDConfig] transfer metrics_port ( #6056 )
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* transfer metrics_port
* transfer metrics_port
2026-01-19 19:58:57 +08:00
3685474799
[XPU] xpu support mm prefill batch ( #6072 )
...
Co-authored-by: ddchenhao66 <dhaochen163.com>
2026-01-19 14:36:35 +08:00
0e0eaa1c57
[BugFix] fix mm revert bug ( #6061 )
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* fix mm revert bug
* update code
2026-01-16 08:13:34 -08:00
97f96e34ca
only update self.exist_prefill_task_signal in v0 ( #6064 )
...
* commit
* commit
* commit
---------
Co-authored-by: xiaoluomi <1037819816@qq.com >
2026-01-16 20:11:55 +08:00
b2a2e11551
[Feature] Support stopping the inference for the corresponding request in the online service after a disconnection request. ( #5320 )
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* request disconnect
* request disconnect
* fix bug
* fix bug--amend
---------
Co-authored-by: root <root@yq01-sys-rpm26xc1knu.yq01.baidu.com >
2026-01-16 11:46:13 +08:00
7c56041272
[BugFix] fix PaddleOCR-VL illegal memory ( #6042 )
2026-01-14 20:07:43 -08:00
9373f373dc
[XPU] fix multi-batch bug in VL model ( #6015 )
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* [XPU] fix multi-batch bug in VL model
* Add command to kill additional port processes
---------
Co-authored-by: ddchenhao66 <dhaochen163.com>
Co-authored-by: Jiaxin Sui <95567040+plusNew001@users.noreply.github.com >
2026-01-14 19:44:58 +08:00
74d0f1c01f
[Optim] Robust sync status when preempted happens ( #5796 )
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* [Bug fix] Sync status for caching output cache
* fix
* fix
* fix bug
* fix
* fix
* support xpu
* fix
* fix
* fix
* fix
* fix
* fix ci
* fix ci
* fix xpu
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-01-14 12:07:33 +08:00
456637002d
[BugFix] fix cache transfer manager updating/clearing ( #5930 )
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* [fix] fix cache transfer manager updating/clearing
* [fix] fix code style
* [fix] fix config
* [fix] fix engine client
* [fix] let worker update kv cache status signal
* [fix] update worker process
* [fix] fix clear/update for case if comm group is shutdown
* [fix] update dynamic weight manager
* [fix] fix port
* [fix] add num_cpu_blocks arg for async_llm, and remove unnecessary waiting
2026-01-13 05:09:29 -08:00
6da06abc17
[Featue] Enable output caching by default ( #5987 )
...
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2026-01-13 19:34:21 +08:00
cb9f952f32
[BugFix] fix metrics cache tokens ( #6001 )
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* fix metrics cache tokens
* update code
2026-01-12 22:50:56 -08:00
9c559d02d3
[BugFix] Fix insert_zmq_task_to_scheduler break bug ( #5960 )
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* [BugFix] fix zmq bug
* fix bug
* formate
* fix test bug
* fix bug
2026-01-12 19:21:01 -08:00
60ee72f682
[BugFix] [MultiAPIServer] fix rdma script and port check for multi api server ( #5935 )
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* [fix] fix rdma script and add more error log for multi api server
* [fix] log
* [fix] fix test_multi_api_server
* [fix] fix multi api server port check
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2026-01-12 10:38:52 +08:00
9db48ecb34
[XPU] fix dp4 ( #5946 )
2026-01-09 20:36:53 +08:00
cb09b52e66
[Metax] fix shape error & output garbled code when reasoning big picture or video ( #5965 )
...
Co-authored-by: root <root@lt-wks-10-0-180-15.pub.metax-tech.com >
2026-01-09 13:41:45 +08:00
2d2b156252
[BugFix] fix dyc8 cache bug ( #5958 )
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* fix dyc8 cache bug
* update code
2026-01-08 19:25:47 -08:00
d8c6ba61f3
[BugFix] resource_manager_v1 lock PD ( #5616 )
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* bugfix resource_manager_v1 lock PD
* with lock add_prefilled_request
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2026-01-08 10:02:54 +08:00
925e7edd3c
[Bug fix] Limit multi-modal request to 1 ( #5901 )
2026-01-07 20:25:07 +08:00
c883a2d3ec
[Optimization] Reduce preemption occurrence when blocks not enough ( #5696 )
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* [Optimize] Reduce preemption occurrence when blocks not enough for decoding
* fix
* fix
* fix spell
* optimize performance
* fix
2026-01-07 20:01:16 +08:00
eabd01cd21
[BugFix] fix eb5 prefix bug ( #5879 )
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* fix eb5 prefix bug
* update ci test
* update code
* update code
* update code
* update code
* update code
* update code
* update code
2026-01-06 23:50:39 -08:00
1ee285c2d6
[Intel HPU] enable chunked prefill ( #5903 )
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* [Intel HPU] enable chunked prefill
* fix bug by copilot comments
2026-01-06 21:01:50 +08:00
8d384f9fd8
[PD Disaggregation] Update usage of pd disaggregation and data parallel ( #5742 )
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* Update usage of pd disaggregation
* up
* up
* up
* up
* up
* up
* up
* up
* up
* up dp docs
* up
* up
* up
* fix unittest
2026-01-05 17:51:29 +08:00
e911ac2ce7
[BugFix] Refine the preparation of cpu and storage cache ( #5777 )
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* Refine the preparation of cpu and storage cache
* fix error
* fix error
* up
* fix
* up docs
* fix unittest
* remove debug info
2026-01-05 10:13:30 +08:00
52dc9a7b85
[BugFix] skip mm revert ( #5848 )
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* skip mm revert
* update code
* update test
2026-01-04 14:25:45 +08:00
sunxin