6b891da02b
[Optimization] enable trtllm_all_reduce fusion kernel in glm model ( #6660 )
...
* enable trtllm_all_reduce fusion kernel in glm model
* fix conflict
* format update
* fix a bug
* modify test
* modify test
* support empty tensor and modify test
* fix test_linear config issues
* modify test name
* add edge test case
* modify format
* fix conflict
* modify default max token num in trtllm_allreduce_fusion
* add max token num branch for trtllm_allreduce_fusion
* fix format
* fix rmsnorm config issue
* modify 2025 to 2026
* using compat grard
* Lazily import flashinfer.comm and fix test config issue
* fix test issues
* add flashinfer cache dir clean machine
* fix some issues
2026-04-16 14:10:19 +08:00
e53f5184ac
PD deployment support without router ( #7412 )
2026-04-15 20:13:07 +08:00
8eebbcaf15
[BugFix][Scheduler]Fix FD_DISABLE_CHUNKED_PREFILL max_num_batched_tokens limit ( #7407 )
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* fix FD_DISABLE_CHUNKED_PREFILL max_num_batched_tokens=max_model_len
* fix FD_DISABLE_CHUNKED_PREFILL max_num_batched_tokens=max_model_len
2026-04-15 15:55:11 +08:00
14d46181b8
[Loader] add multi-thread model loading ( #6877 )
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* multi-thread-loader
* fix ut
2026-04-09 23:40:15 -07:00
c1fb3112f8
[FDConfig] Support CLI args for quantization params and add cudagraph validation ( #7281 )
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* refactor quant cli param
2026-04-10 14:13:42 +08:00
ae2f9f4d22
[BugFix] Enable moe_gate_fp32 using FD_ENABLE_RL ( #7130 )
...
* rl gate fp32
* clean
2026-04-06 21:07:38 -07:00
c29e86fc9d
[Feature] Support mtp overlap schedule ( #7001 )
2026-04-01 14:24:26 +08:00
4fd877ed43
[Speculative Decoding] Support mtp expert-parallel and support different modality deploy ( #7018 )
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* support mtp ep and support different modality
* fix default arg
2026-03-26 13:52:16 +08:00
04fde3b227
[PD Disaggregation] Prefill and decode support cache storage ( #6768 )
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* Prefill and decode support cache storage
* up
* up
* update docs and refine mooncake store
* up
2026-03-16 14:44:49 +08:00
9f0778f991
[Feature] Support EP prefill with num_worst_tokens ( #6574 )
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* support num worst tokens
* support num worst tokens
* fix build error
* support num worst tokens: fix errors
* support num worst tokens: fix feild
* support num worst tokens: delete requiements
* replace permute and depermute op by pure cuda
* replace permute and depermute op by pure cuda
* fix ci
* fix op
* fix nan
* fix code style
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2026-03-11 17:09:07 +08:00
812657beee
fix pd overlap ( #6753 )
2026-03-10 20:29:54 +08:00
28f7727a3d
[Feature] Set overlap schedule as default ( #6668 )
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* overlap default
2026-03-09 22:34:54 +08:00
3345641f4e
[Iluvatar][CI] fix the dim error of seq_lens_encoder and seq_lens_decoder ( #6637 )
2026-03-04 14:00:40 +08:00
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
9b0a82cfa9
[Model Runner] Support overlap schedule ( #6259 )
2026-02-04 10:49:44 +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
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
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
7c56041272
[BugFix] fix PaddleOCR-VL illegal memory ( #6042 )
2026-01-14 20:07:43 -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
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
cb09b52e66
[Metax] fix shape error & output garbled code when reasoning big picture or video ( #5965 )
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Co-authored-by: root <root@lt-wks-10-0-180-15.pub.metax-tech.com >
2026-01-09 13:41:45 +08:00
f732d7d2ad
[Metax] adapt prefix caching & cpu swap ( #5844 )
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Co-authored-by: root <root@lt-wks-10-0-180-15.pub.metax-tech.com >
2025-12-31 17:02:48 +08:00
9e45ef7ca9
[XPU]MAX_BSZ aligns gpu settings and disable prefix cache in OCR VL ( #5831 )
2025-12-31 09:49:12 +08:00
412867fd99
[Feature] Support KV Cache Storage ( #5571 )
...
* Support Mooncake Store
* up
* up
* add op
* fix conflict
* fix error
* up for comments
* avoid thread lock
* up
* fix unittest
* fix unittest
* remove debug info
* consider tp_size > 1
* add default rdma_nics
* add utils
* up
* fix error
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-25 16:30:35 +08:00
b90a922f98
[Bug fix] Set enable_cache_output as false by default ( #5751 )
2025-12-24 21:37:24 +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
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
a8fce47195
[Intel HPU] enable kv cache scheduler v1 for hpu ( #5648 )
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* [Intel HPU] enable kv cache scheduler v1 for hpu
* fix copilt comments
2025-12-19 12:03:39 +08:00
ac013803f3
[Iluvatar] Support V1_KVCACHE_SCHEDULER and paddleocr-vl rope mode ( #5555 )
2025-12-18 02:14:25 -08:00
0c8c6369ed
[Feature] [PD Disaggregation] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports ( #5415 )
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* [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
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
b2908b8e82
[New][RL] Support Rollout Routing Replay ( #5405 )
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* [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 )
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This reverts commit 96d2d4877b
2025-12-05 20:19:39 +08:00
96d2d4877b
[RL] Support Rollout Routing Replay ( #5321 )
...
* [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
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-12-05 20:01:33 +08:00
c9d7f9e7c3
[BugFix] fix async download bug ( #5349 )
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* fix async download bug
* update log
* Revert "update log"
This reverts commit 5816e602f4
2025-12-05 18:59:12 +08:00
3878a99b69
[Fearture] Support cache kv cache for output tokens ( #4535 )
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* [Fearture] Support cache kv cache for output tokens
* fix bug
* fix ci bug
* improve coverage
* enable output caching by default
* fix ci
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-12-04 20:53:08 +08:00
4e8096bd0d
[XPU] xpu support mm prefix cache ( #5356 )
...
Co-authored-by: ddchenhao66 <dhaochen163.com>
2025-12-03 19:07:34 +08:00
6048ea37bd
[XPU]add enable_logprob ( #5279 )
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* [XPU]Update document
* [XPU]Update documentation
* [XPU]add enable_logprob
* Fix code style issues
* “doc”
* “docs”
* “doc”
* Fix code style via pre-commit
---------
Co-authored-by: root <root@gajl-bbc-onlinec-com-1498354.gajl.baidu.com >
2025-12-02 15:32:28 +08:00
add524d80c
[Feature] support chunked moe ( #4575 )
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* [Feature] support chunked moe
* update
* update
* fix and add test
* update
* fix conflict and modity test
* fix fused_moe
* fix fused_moe
* fix docstring
* fix
* fix typo
* fix test
* fix
* fix
* fix test
* fix test
2025-12-01 15:17:18 +08:00
f25ee3a26f
[Feature] enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1 ( #5140 )
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* enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-26 10:22:35 +08:00
8e4e3ff510
[Feature] support eplb in api_server ( #4782 )
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* support eplb in api_server
* update code
* add eplb test case
* update eplb
* support tp+dp eplb
* update test cese
* update code
* update code
* fix bug
* update copilot review
* update test case name
2025-11-24 20:22:29 +08:00
d5bd64336a
[Metax] support ENABLE_V1_KVCACHE_SCHEDULER ( #5163 )
2025-11-24 19:19:49 +08:00
5bcf79d780
[BugFix] fix num of rdma_comm_ports check ( #5168 )
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* fix num of rdma_comm_ports check
* update
* update
* update
2025-11-21 18:31:14 +08:00
7454480e07
[Feature] support bos download retry ( #5137 )
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* support bos download retry
* update code
* update code
2025-11-21 10:18:32 +08:00
43097a512a
[BugFix] [PD Disaggregation] fix v1 scheduler prefill node profile run & ipc transfer protocol ( #5132 )
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* [fix] fix v1 scheduler profile run for append attention in prefill node
* [fix] skip send_signal if kv signal not inited for gpu and xpu
* [fix] extend fix to flash_attn & mla_attn
* [fix] fix v1 pd run in ipc transfer protocol
* [ci] add test for v1 pd profile run using ipc transfer protocol
* [style] fix code style check
* [style] fix code style again
* [fix] fix profile run
* [update] remove --num-gpu-blocks-override in example script
* [chore] rename forward_meta is_profiling to is_dummy_or_profile_run
2025-11-20 21:39:22 +08:00
7ac25935c7
[Optimization] default compile rdma, reduce cudagraph buffer size in mm, fix some config bug ( #5121 )
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* default compile rdma, reduce cudagraph buffer size in mm, fix some config logic
* update
* update
* fix bug
* enhance rdma compile
* fix
2025-11-20 17:19:47 +08:00
Bingoo