183b8d325a
[RL] Support GLM MTP RL Model ( #6267 )
2026-02-04 20:14:35 +08:00
9b0a82cfa9
[Model Runner] Support overlap schedule ( #6259 )
2026-02-04 10:49:44 +08:00
12d4b4cb87
[Feature]Support reorder ids to split prefill and decodes ( #5779 )
...
* support reorder ids
* perfect code
* fix
* fix unittest
* delete code
* fix
* add python api
* delete custom op
* update algorithm
* fix swap
* support condense
* support condense
* support mtp
* delete code
* update
* update
* update
* update
* update for other platfrom
* update
* fix
* fix mtp
* fix ut
* update
* fix ut
* update ut
* fix
* fix encoder_cache
* fix ci
* fix
* fix vl
* Fix performance regression
* fix
* fix
* fix mtp
* fix index->req_id mapping
* fix ut
---------
Co-authored-by: root <root@yqlcc01-sys-rpm12rzmwjd.yqlcc01.baidu.com >
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-02-03 00:28:02 -08:00
5e78c1ac87
[Graph Optimization] Support CUDAGraph for P/PD mixed Batch using SOT subgraph spliting mode ( #6196 )
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* refine comment && refine variable name
* replace comment
2026-01-29 16:29:54 +08:00
7d6c87c29e
[Others] Support constrained decoding when enable_thinking is false ( #6248 )
...
* support constrained decoding when enable_thinking is false
* fix
* fix
* fix
2026-01-28 00:05:17 -08:00
27f8799f04
[Model Runner] Refactor execute_model for GPU async scheduling ( #6176 )
2026-01-28 14:19:33 +08:00
ce06c6dfb3
[BugFix] Fix token_penalty kernel ( #6069 )
...
* fix token_penalty kernel
* try to fix xpu
* fix xpu
* fix unit test
2026-01-28 12:03:05 +08:00
adc69c15d0
[Model Runner] Prepare token count and move FA3 initialization into the graph ( #6170 )
...
* prepare for token num and put FA3 init in graph
2026-01-26 12:16:57 +08:00
0966df78dc
[Others] remove stop_nums ( #6182 )
2026-01-26 12:12:47 +08:00
833d00e2d7
[BugFix] move cache creation back to cache transfer process and adapt clear/update ( #6144 )
...
* [fix] move cache creation back to cache transfer process
* [fix] fix clear cache
* [chore] change some log level
* [fix] fix clear cache
* [fix] fix clear cache for blockwisefp8 and mtp
* [fix] fix c8
* [fix] fix clear_mtp_cache args
* [chore] update cache_transfer_manager
* [fix] fix update mtp cache
2026-01-24 21:59:13 +08:00
bef6293552
[Model Runner] Add exist_prefill_flag ( #6172 )
2026-01-23 13:07:05 +08:00
b7c5daa316
[RL] add pause, update_weights, resume interface for async RL ( #6052 )
...
* 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
dda27e50f5
[Graph Optimization] remove static_op_get_block_shape_and_split_kv_block from cudagraph ( #6081 )
...
* rm static_op_get_block_shape_and_split_kv_block from cudagraph
* update max_capture_shape
* fallback: zeros -> empty to avoid coverage check
* check graph_opt_config exists
* add max_capture_shape_dy2st && full_cuda_graph: false -> true in 28B vl test
* add use_cudagraph flag to control step_use_cudagraph
2026-01-20 14:05:18 +08:00
988e0bc338
[Feature] Add PaddleFormers fallback backend ( #5999 )
...
* 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
05fbd89a8e
[Speculative Decoding][Bugfix] Fix MTP logprob issues caused by max_num_logprobs ( #6084 )
2026-01-19 14:55:36 +08:00
b917b56aca
[Bugfix] Fix logprob issues caused by max_num_logprobs ( #6067 )
2026-01-16 04:40:18 -08:00
bda38aa519
[Speculative Decoding] Support MTP for GLM-4.5-Air ( #6047 )
...
* glm mtp
* add spec neox partial rope
2026-01-16 14:35:24 +08:00
49617d9832
[Feature]Support tag phase token enforce generation ( #6034 )
...
* support tag phase token enforce generation
* optimize note and some feature
* fix sampler unit test
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-01-15 03:59:55 -08:00
b3f59fd9b5
[RL][CI] Support Async R3 And Add Accuracy Test ( #5937 )
...
* add bs1 r3 test case
* async put
* r3 test case 1.0
* success run eb5
* refine test case
* pre-commit
* add eb45 & glm testcase
* format code
* add p2pstore requirements
* support only last turn
* R3 use worker log
* refine code &fix ci bug
* refine error mesg
* fix empty input bug
* Success set acc ci of eb45 and glm45
* refine code
* fix bug
2026-01-14 04:25:06 -08:00
74d0f1c01f
[Optim] Robust sync status when preempted happens ( #5796 )
...
* [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
eb8ce36ae9
[BugFix] Fix entropy calculation issue in TP ( #5997 )
...
* fix entropy bugs
2026-01-13 11:10:46 +08:00
e41d434548
[Bugfix] Fix entropy calculation bugs ( #5941 )
...
* fix entropy bugs
2026-01-08 20:57:35 +08:00
ca574119e5
support multi-step draft-model with cudagraph ( #5886 )
2026-01-06 11:16:21 +08:00
5e4e6692a4
[BugFix] fix cache manager not launched in case of mtp or blockwise fp8 ( #5840 )
...
* [BugFix] fix cache manager not launched in case of mtp or blockwise fp8
* [fix] fix mtp cache in mtp.py
* [fix] fix gpu ops import
* [fix] fix mtp layer idx
* [fix] fix xpu model runner mtp cache
* [fix] fix mtp import
2026-01-04 04:35:37 -08:00
e78e22ebd5
[BugFix] Fix entropy bugs ( #5818 )
...
* fix entropy bugs
* fix ut
* fix
2025-12-29 20:44:29 -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
23d488c488
[Feature] Entropy calculation support ( #5692 )
...
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* support entropy
* fix bug
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-23 21:19:47 +08:00
6eada4929d
[Speculative Decoding]Support multi-step mtp with cudagraph ( #5624 )
...
* support multi-step mtp with cudagraph
* fix usage
* fix unit test
2025-12-22 11:34:04 +08:00
4f830aa505
[RL] provide options for whether shutdown comm group after weights cleared ( #5663 )
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* [rl] provide options for whether shutdown comm group after weights cleared
* [fix] fix args hardcode
* [fix] change args type
* [fix] add worker process args
2025-12-19 07:06:48 -08:00
ac013803f3
[Iluvatar] Support V1_KVCACHE_SCHEDULER and paddleocr-vl rope mode ( #5555 )
2025-12-18 02:14:25 -08:00
15f5112ecb
[Speculative Decoding]Support different inferseed in speculate decoding ( #5568 )
...
* fix mtp entropy drop in RL
* optimize usage and fix unit test
* optimize padding_sampling_params speed(vectorized)
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-17 16:14:29 +08:00
0c8c6369ed
[Feature] [PD Disaggregation] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports ( #5415 )
...
* [feat] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports
* [fix] fix some bugs
* [fix] fix rdma port for cache manager/messager
* [fix] temporarily cancel port availability check to see if it can pass ci test
* [feat] simplify args for multi api server
* [fix] fix dp
* [fix] fix port for xpu
* [fix] add tests for ports post processing & fix ci
* [test] fix test_multi_api_server
* [fix] fix rdma_comm_ports args for multi_api_server
* [fix] fix test_common_engine
* [fix] fix test_cache_transfer_manager
* [chore] automatically setting FD_ENABLE_MULTI_API_SERVER
* [fix] avoid api server from creating engine_args twice
* [fix] fix test_run_batch
* [fix] fix test_metrics
* [fix] fix splitwise connector init
* [test] add test_rdma_transfer and test_expert_service
* [fix] fix code syntax
* [fix] fix test_rdma_transfer and build wheel with rdma script
2025-12-17 15:50:42 +08:00
e29b005520
[Others] Clean code && remove GPU sync code ( #5548 )
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2025-12-16 21:09:37 +08:00
7140939c51
[BugFix] fix video bug ( #5557 )
...
* fix video bug
* add eb5 moe model
2025-12-16 20:06:50 +08:00
6fc5eccf83
[RL] R3 Support RDMA Store ( #5467 )
...
* [RL] R3 support rdma store
* refine notes
* refine code
* disable prefix cache
* support preempted task and put cpu tensor
2025-12-16 16:50:13 +08:00
9058cc712d
Update gpu_model_runner.py
2025-12-16 11:12:07 +08:00
075bd71272
Remove GPUMemoryChecker initialization
...
Removed memory checker initialization from GPU model runner.
2025-12-16 11:09:27 +08:00
954a145d57
[Optimization] support mm prefill batch ( #5313 )
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* support mm prefill batch
* update code
* update code
* update code
* update code
* fix encoder cache bug
* update code
* update code
* fix bug
* fix paddle ocr bug
* fix xpu bug
* update code
2025-12-11 22:21:14 +08:00
747b16e021
[BugFix] Fix MTP no logprobs when enable_logprob ( #5499 )
2025-12-11 19:57:22 +08:00
e58fed3665
[Graph Optimization][BugFix][CI] Fix 0size bug && add unitest ( #5495 )
2025-12-11 16:25:26 +08:00
6289cbc434
[BugFix] fix hung when n>1 and --enable-logprob ( #5492 )
2025-12-11 10:46:27 +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
b0cf2c4b7a
[Feature] Support prefill batch inference for pooling models. ( #5436 )
...
* fix multi-inputs
* fix threshold
* fix threshold
* fix
* support multi-batch
* add tests
* fix test
* test
* fix
2025-12-09 16:21:00 +08:00
e1c4a12e34
[Graph Optimization][CINN] Use CINN in PaddleOCR-VL ViT part ( #5223 )
...
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-12-09 14:37:00 +08:00
76649b45c1
[Optimization] compulte real max_logprobs in batch ( #5430 )
2025-12-09 14:15:05 +08:00
2f208db4e9
[Feature] Multimodal Model P / D Separation ( #5323 )
...
* RouterArgs port str -> int
* fix race condition [is_fetching] causing multiple fetch requests
* bugfix: Delete duplicate input_ids tensor creation
* mm pd splitwise json -> pickle5; multimodal_inputs only pos id;
debuglog f to %s
* fix ENABLE_V1_KVCACHE_SCHEDULER=0 mm model lack pos_id, ...
* update cr
* Apply suggestions from code review
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* pre-commit fix
* rm multimodal_inputs deepcopy & fix rdma_cache_transfer.py tpsize=0
---------
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-09 10:47:42 +08:00
438c9f785a
[BugFix] 0 not into cuda graph to save memory ( #5426 )
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2025-12-08 16:47:44 +08:00
b2908b8e82
[New][RL] Support Rollout Routing Replay ( #5405 )
...
* [RL] Support Rollout Routing Replay
* add routing indices cache
* fix config bug and moe forward bug
* R3 Support GLM
* support eb4.5
* fix merge bug
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* add routing replay ci
* support glm topk
* support orther top_k
* fix ci bug
* pre-commit
* only support chatcmpl
* Revert "Revert "[RL] Support Rollout Routing Replay (#5321 )" (#5402 )"
This reverts commit c45e064f3d175728472+Copilot@users.noreply.github.com >
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-12-05 22:06:26 +08:00
c45e064f3d
Revert "[RL] Support Rollout Routing Replay ( #5321 )" ( #5402 )
...
This reverts commit 96d2d4877b
2025-12-05 20:19:39 +08:00
94c57e4175
[BugFix]remove _execute_empty_input ( #5396 )
2025-12-05 20:19:01 +08:00
GoldPancake