freeliuzc
ceafd757f0
[Speculative Decoding]Support multi-step mtp with cudagraph ( #5624 ) ( #5670 )
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* support multi-step mtp with cudagraph
* fix usage
* fix unit test
2025-12-23 13:18:47 +08:00
Yonghua Li
ea16c82b43
[Cherry-Pick] [RL] provide options for whether shutdown comm group after weights cleared ( #5663 ) ( #5664 )
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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 23:18:03 +08:00
kevin
23bfd28624
[Cherry-Pick][BugFix] cp fix_cpu_cache_bugs( #5544 ) ( #5577 )
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* cp fix_cpu_cache_bugs
* update ce case
* update test case
* update code
2025-12-19 11:48:50 +08:00
RAM
c19af496cb
[Cherry-Pick][RL] R3 Support RDMA Store( #5467 ) ( #5468 )
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* [RL] R3 support rdma store
* refine code
* refine notes
* disable prefix cache
* fix ci bug
* support preempted task and put cpu tensor
2025-12-17 09:50:40 +08:00
周周周
4b9e2c5c8e
[BugFix] 0 not into cuda graph to save memory ( #5426 ) ( #5432 )
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2025-12-09 11:08:55 +08:00
周周周
d4c16aa63e
[BugFix][Cherry-Pick] fix can not enter into cuda graph ( #5423 )
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* fix bug
* fix bug
2025-12-08 13:12:27 +08:00
RAM
707d1a1fc9
[New][RL] Support Rollout Routing Replay ( #5405 ) ( #5408 )
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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
* Apply suggestion from @Copilot
* Apply suggestion from @Copilot
* Apply suggestion from @Copilot
* 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 >
2025-12-08 10:00:35 +08:00
Jiang-Jia-Jun
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
周周周
94c57e4175
[BugFix]remove _execute_empty_input ( #5396 )
2025-12-05 20:19:01 +08:00
RAM
96d2d4877b
[RL] Support Rollout Routing Replay ( #5321 )
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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
---------
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
chenjian
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
Yuanle Liu
41c63f6056
remove fastsafetensors ( #5371 )
2025-12-04 19:22:04 +08:00
Yonghua Li
f4119d51b4
[PD Disaggregation] support DP via v1 router and decouple DP and EP ( #5197 )
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* [fix] support DP via v1 router and decouple DP and EP
* [fix] fix scripts
* [fix] reset model path
* [fix] dp use get_output_ep, fix router port type, update scripts
* [merge] merge with latest code
* [chore] remove some debug log
* [fix] fix code style check
* [fix] fix test_multi_api_server for log_dir name
* [chore] reduce logs
* 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 >
2025-12-04 15:38:43 +08:00
Longzhi Wang
5cd17fd662
[Models] Add forward_meta to moe models' forward function ( #5138 )
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* [Models] Add forward_meta to moe models' forward function
* fix missing param
* fix
* fix
* fix forward_meta
* fix test and remove chunked MoE releated in config
* fix test
* fix
* fix
2025-12-04 13:26:58 +08:00
Daci
83dbc4e5dd
[Feature] Guided Decoding add LLguidance backend ( #5124 )
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* llguidance
* add requirements_guided_decoding.txt and doc
* fix test_guidance_*.py
* fix test_guidance_*.py && mv
* fix llguidance choice
* test_guidance_*
* rm lazy loader
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-03 20:23:57 +08:00
ddchenhao66
4e8096bd0d
[XPU] xpu support mm prefix cache ( #5356 )
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Co-authored-by: ddchenhao66 <dhaochen163.com>
2025-12-03 19:07:34 +08:00
lzy
690bcb8e50
[Optimization] 1.fix tp+ep moe_forward; 2.set max_prefill_batch=env.MAX_PREFILL_NUM ( #5315 )
2025-12-03 13:33:15 +08:00
lizexu123
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
qwes5s5
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
Juncai
0925d44f18
[PD Disaggregation] support different tp_size for prefill and decode ( #5296 )
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* up
* up
* up
* fix
2025-12-01 17:50:20 +08:00
Longzhi Wang
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
Yuanle Liu
ef5aa5c03b
[BugFix] fix cuda-python requirement ( #5261 )
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* fix cuda-python requirement
* update
* fix
2025-11-27 13:58:18 +08:00
kevin
bf30f45738
[BugFix] fix vl performance bug ( #5181 )
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* fix vl performance bug
* update code
* update code
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-11-26 21:06:52 +08:00
chen
209970836e
[BugFix] BF16 MoE Cutlass Backend Support EP ( #5242 )
2025-11-26 19:16:22 +08:00
Yuanle Liu
66e096d509
[FDConfig] disable use_sequence_parallel_moe default ( #5222
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* disable use_sequence_parallel_moe default
* update
2025-11-25 21:49:10 +08:00
freeliuzc
5c8c2d47eb
[Speculative Decoding][MTP]Update extract_mtp_weight script and optimize config ( #5183 )
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* update extract_mtp_model
* modify config usage
2025-11-25 14:09:03 +08:00
kevin
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
xiaoxiaohehe001
e150a418d4
support moe offline quant ( #5142 )
2025-11-24 18:59:18 +08:00
kevin
c068a4f642
[Feature] dyc8 support prefixcache ( #5125 )
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* dyc8 support prefixcache
* fix cache_trans test case
* update code
2025-11-21 19:46:26 +08:00
freeliuzc
2d1dade5e2
[Speculative Decoding][MTP] Support static CacheKV C8 quantization and optimize memory usage ( #5155 )
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* support static cachekv c8 quantization in mtp mode
* optimize memory allocation
2025-11-21 15:10:13 +08:00
kevin
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
Yuanle Liu
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
kevin
109d48e456
[Feature] support async download features ( #5003 )
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* support async download features
* add test case
* update code
2025-11-19 22:23:36 +08:00
Daci
eab8384da6
[Feature] ThreadPoolExecutor async fill_token_bitmask ( #5083 )
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* ThreadPoolExecutor async fill_token_bitmask
* ThreadPoolExecutor async fill_token_bitmask logging
* fix test_guided_decoding
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* add fill_bitmask_parallel_batch_size ENV
* FD_FILL_BITMASK_BATCH fastdeploy.envs
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-19 10:04:16 +08:00
Juncai
36822fa49c
[PD Disaggregation] remove splitwise deployment on single node and refine the code ( #4891 )
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* remove splitwise deployment on single node and refine the code
* up
* up
* up
* add test
* up
2025-11-14 09:56:53 +08:00
ltd0924
303c986cc7
[FDConfig] add block number verfied ( #4983 )
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* Update config.py
* fix
* update unit test
---------
Co-authored-by: ltd0924 <luotingdan@baidu.com >
2025-11-13 09:48:44 +08:00
qwes5s5
a2d06118e1
[Logprobs]Support prompt_logprobs and max_logprobs ( #4897 )
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* add prompt logprobs
* trigger ci
* fix unitest
* Update fastdeploy/config.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/entrypoints/llm.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/engine/sampling_params.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/engine/test_sampling_params.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update tests/engine/test_sampling_params.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix max_logprobs
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-12 19:29:48 +08:00
Yuanle Liu
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
kevin
cc34487810
[Feature] support mm disable_chunked ( #4803 )
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* support mm disable_chunked
* update code
* update code
* update code
2025-11-06 21:32:25 +08:00
zhupengyang
b54eb7ad81
[XPU] ep+tp all2all ( #4836 )
2025-11-06 17:26:14 +08:00
Juncai
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
K11OntheBoat
62dfad4a5f
[PD Disaggregation] Support Qwen3-MoE use PD + EP inference. ( #4691 )
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support Qwen-MoE PD/EP
2025-11-06 10:32:15 +08:00
chen
1c3ca48128
[Feature][Executor] GPU Model Runner Supports prompt_logprobs and max_logprobs ( #4769 )
2025-11-05 10:43:25 +08:00
lzy
af7e0f27f3
supports internode_ll_two_stage ( #4162 )
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* supports internode_ll_two_stage
* supports internode_ll_two_stage
* supports internode_ll_two_stage
* supports internode_ll_two_stage
* supports D internode_ll_two_stage
* fix codestype
* fix xpu internode_ll_two_stage
* fix xpu internode_ll_two_stage
2025-11-04 16:35:40 +08:00
chenjian
f83d0cf127
[Feature] Support eplb for fd ( #4599 )
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* support eplb
* support eplb
---------
Co-authored-by: kevin <chengyf112@gmail.com >
2025-11-03 14:08:15 +08:00
lizexu123
4ac6de9a3c
[Feature] support pooling model runner ( #4590 )
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* support qwen3-embedding
* support qwen3-embedding-0.6b
* fix
* fix bug
* fix test_return_token_ids.py and update enable_thinking
* fix mtp dummy_run
* merge develop
* fix np.float32
* delete FD_DISABLE_CHUNKED_PREFILL and FD_USE_GET_SAVE_OUTPUT_V1
* delete and build_stream_transfer_data
* fix test_update_v1:
* fix
* fix
* update dummy_run post_process
* delete test_update_v1
* fix
* fix dummy_run
* fix model_path
* fix model_path
* fix dummy_run
2025-10-31 22:32:05 +08:00
Jundong Liu
88a94c821b
[FDConfig] [PD Disaggregation] [Graph Optimization] Close Cudagraph for P node when PD Disaggregation ( #4632 )
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* Close cudagraph for P node when PD Disaggregation
* fix problem
2025-10-31 16:44:25 +08:00
kevin
096d87d335
fix bug ( #4679 )
2025-10-31 14:59:18 +08:00
RAM
cd3b7cc392
[Graph Optimization] Add the CUDAGraph usage switch for Draft Model ( #4601 )
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* add draft model using cudagraph switch
* set default as false
* capture draft model in ci
* fix bug
2025-10-30 11:44:50 +08:00
李泳桦
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
