RAM
fbed0ef851
[Cherry-Pick][RL] Support Rollout Routing Replay ( #5166 )
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* support r3
* update
* support tp>1&&ep>1
* support cudagraph padding
* support all backends
* replace env with options
* modularize
* update
* Add RoutingStore and refine code
* add routing replay cofig
* add routing repaly config
* success run routing store
* convert request id as rollout id
* fix rollout config bug
* unify code
* use rollout_id to replace request_id in routing store
* delete code
---------
Co-authored-by: yuanlehome <yuanlehome@163.com >
2025-12-04 00:35:30 -08:00
kevin
74ba637b6b
remove close prefix cache ( #5363 )
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2025-12-03 20:59:32 +08:00
kevin
966297e5d6
[Feature] mm prefix cache ( #4554 )
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* mm prefix cache
* add _revert_match_blocks
* update code
* update code
* update code
* fix bugs
* add test case
* fix bug
* update code
* update reserved_dec_block_ids
2025-11-19 19:32:14 +08:00
kevin
3ce2c8f754
[Feature] support async download features ( #4910 )
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* add async download
* update code
* fix bug
* update code
* update code
* fix bugs
* update code
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-11-18 18:37:59 +08:00
kevin
3dbe5596e6
[Feature] Support eplb for ep ( #4786 )
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* support eplb for ep
* update code
* update code
* update code
* update code
* update code
* update code
* update code
* update code
* update code
2025-11-07 15:42:29 +08:00
Yuan Xiaolan
1e88754133
support set dy-C8 from args ( #4475 )
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2025-11-04 17:01:35 +08:00
lizhenyun01
006c7e5a0d
[Feature] Support attention dp balance for mixed deployment ( #4594 )
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* [Feature] Support attention dp balance for mixed deployment
* add abstractmethod
* add config to rl
* fix argument style
2025-10-29 15:23:51 +08:00
GoldPancake
9c7187998c
[Feature] support mtp logprob ( #4457 )
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* support logprob in mtp
* remove debug code
* fix
* feat: add draft_logprobs for Speculative Decode MTP
* Revert "feat: add draft_logprobs for Speculative Decode MTP"
This reverts commit d5a3c5c933sunlei5788@gmail.com >
Co-authored-by: sunlei18 <sunlei18@sunlei18deMacBook-Pro.local >
2025-10-20 10:18:00 +08:00
freeliuzc
c3499875bd
[MTP]support mtp chunk_prefill_v1 ( #4365 )
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* support mtp chunk_prefill_v1
* fix mtp chunkprefill output
* fix mtp chunkprefill output, fix unit test
* fix save_output
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-10-15 15:33:59 +08:00
ltd0924
28aa18bfc1
[Feature] support prefix cache + dp ( #4356 )
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* fix
* fix
* fix
* [Feature] support clear data
* update
* fix
* fix
* fix
* fix
* [BugFix] fix clear data
* Update api_server.py
* Update api_server.py
* [Feature] support fd decode response
* Update engine.py
* Update envs.py
* Update expert_service.py
* Update common_engine.py
* [Feature] support prefix cache + ep
* fix
* add
* Update expert_service.py
* Update common_engine.py
* Update common_engine.py
* Update common_engine.py
* Update common_engine.py
* Update common_engine.py
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: ltd0924 <luotingdan@baidu.com >
2025-10-11 10:02:08 +08:00
freeliuzc
e2b68b33c9
fix mtp in rl ( #4234 )
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2025-09-24 16:59:24 +08:00
lzy
be98f6e950
supports internode_ll_two_stage ( #4143 )
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* supports internode_ll_two_stage
* supports internode_ll_two_stage
* supports internode_ll_two_stage
* supports internode_ll_two_stage
2025-09-22 14:55:06 +08:00
chen
2485333f71
ep support logprob ( #4089 )
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2025-09-12 21:11:16 +08:00
gaoziyuan
10768a4d79
[NewFeture]add ep rollout model init and update/clear ep buffer ( #3927 )
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* add ep rollout model init && add deep update/clear
* fix test
2025-09-12 14:15:13 +08:00
freeliuzc
2f473ba966
[Feature][MTP]Support MTP for rl-model ( #4009 )
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* qk norm for speculate decode C16
* support mtp in v1_scheduler mode
* support mtp rope_3d
* support mtp features
* add unit test && del some log
---------
Co-authored-by: yuanxiaolan <yuanxiaolan01@baidu.com >
Co-authored-by: xiaoxiaohehe001 <hiteezsf@163.com >
2025-09-10 13:34:37 +08:00
Yuanle Liu
71a9127e13
Update args_utils.py
2025-09-08 01:41:43 -07:00
chenjian
41cd3e24c9
[Feature] Enable prefix caching as default ( #3816 )
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* [Feature] Enable prefix caching as default
* [Feature] Enable prefix caching as default
* Set prefix caching as default
* skip dynamic load
* fix kill bug
* fix kill bug
* fix kill bug
* fix ci
* fix
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-09-06 09:51:34 +08:00
yinwei
77c1bd0813
[XPU]Fixed the issue of performance degradation caused by enabling ENABLE_V1_KVCACHE_SCHEDULER ( #3900 )
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* fix bug
* fix bug
* update
* udpate
* update
2025-09-05 19:17:25 +08:00
chenjian
8567ada09e
[Fix] disable scheduler v1 in guided decoding ( #3877 )
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* disable scheduler v1 in guided decoding
* disable scheduler v1 in guided decoding
2025-09-04 20:54:55 +08:00
chenjian
fb1e0d6a87
[Feature] Set scheduler v1 as default ( #3812 )
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* [Feature] Set scheduler v1 as default
* [Feature] Set scheduler v1 as default
* [Feature] Set scheduler v1 as default
* [Feature] Set scheduler v1 as default
* [Feature] Set scheduler v1 as default
* [Feature] Set scheduler v1 as default
2025-09-04 11:02:10 +08:00
kevin
a86b35ab49
Fix chunked prefill ( #3778 )
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* update enable chunked_prefill
* update code
* update code
* update code
2025-09-02 13:41:55 +08:00
kevin
753772ace8
default enable chunked prefill ( #3731 )
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* add error traceback info
* update error msg
* update code
* default enable chunked prefill
* update code
* update code
* add envs
* update code
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-08-31 13:15:13 +08:00
SunLei
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
yangjianfengo1
3754a9906d
[Feature] block sparse attention ( #3668 )
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* 支持稀疏attn
* fix bug
* code style
* fix moba attn get kv shape
* 修复a100编译
* codestyle
* code style
* code style
* code style
* fix conflict
* 增加单侧
* code style
* 增加eblite 加载时间
* fix bug
* for ci
* for ci
* for ci
* for ci
* 支持mlp block size 128
* 增加小算子单测
* fix 单测 mlp
* 将环境变量加入到config里面
* fix rollout config
* 修复显存
* add test server
* add test server
* fix mlp 最后一层使用full attn
2025-08-29 19:46:30 +08:00
Jiang-Jia-Jun
c694fa2879
Revert "[Feature] block sparse attention ( #3209 )" ( #3647 )
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This reverts commit 646a0c2fd8
2025-08-27 17:35:04 +08:00
chen
ce9c0917c5
[Precision] Support lm_head layer running in float32 ( #3597 )
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* support lm_head fp32 bf16 fp16
* support lm_head fp32 bf16 fp16
* add doc and check code
* lm_head_fp32 specify lm_head as fp32
* code check
* check doc
2025-08-27 11:34:53 +08:00
yangjianfengo1
646a0c2fd8
[Feature] block sparse attention ( #3209 )
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* 支持稀疏attn
* fix bug
* code style
* fix moba attn get kv shape
* 修复a100编译
* codestyle
* code style
* code style
* code style
* fix conflict
* 增加单侧
* code style
* 增加eblite 加载时间
* fix bug
* for ci
* for ci
* for ci
* for ci
* 支持mlp block size 128
* 增加小算子单测
* fix 单测 mlp
* 将环境变量加入到config里面
* fix rollout config
2025-08-26 07:16:04 -07:00
gaoziyuan
82e64b13e1
[NewFeature]Support dp multi api server && Fix some bug in mixed ep && merge develop ( #3598 )
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* [Feature] update ep
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix queue ports idx
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* Update engine.py
* fix ci
* fix some bug in mixed ep
* add server fix and op fix
* rm some log
* fix code style
* ltd fix
* fix
* fix
* fix some bug
* fix bug
* fix bug
* fix style
* Update config.py
* Update splitwise_connector.py
* Update cache_messager.py
* Update __init__.py
* merge and fix
* Update engine.py
* Update common_engine.py
* Update run_ci_xpu.sh
* Update ernie_processor.py
* Update ernie_processor.py
---------
Co-authored-by: ltd0924 <ltd0924@sina.com >
Co-authored-by: ltd0924 <32387785+ltd0924@users.noreply.github.com >
2025-08-26 19:59:02 +08:00
lizexu123
c43a4bec00
[Features] support hugging face qwen3 dense and qwen2 model ( #3574 )
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* support qwen2 and qwen3 hugging face
* fix moe
* defualt_v1 loader
* hugging_face_format deprecated
* modify hugging_face_foramt to model_format
* model_format auto
* fix environemt
* fix bug
* fix qwen3-0.6 bug
* model_format is str
* fix
2025-08-26 10:54:53 +08:00
zhink
df7c31012b
Modified to support custom all reduce by default ( #3538 )
2025-08-22 16:59:05 +08:00
YuanRisheng
c389a4013c
Unify server-side and model-side Config(Part-5) ( #3497 )
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* move config
* fix xpu
* fix
* fix vl
* fix vl
* fix unitest
* fix args
* add unitest
* fix test
2025-08-21 19:00:21 +08:00
Yzc216
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
luukunn
9c129813f9
[Feature] add custom chat template ( #3251 )
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* 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
luukunn
eda83ca672
add Tool Parser ( #3272 )
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Deploy GitHub Pages / deploy (push) Has been cancelled
* 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
chenjian
b21272d9ff
[Bug fix] fix block num setting in scheduler v1 for develop ( #3303 )
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* fix block num setting in scheduler v1
* fix block num setting in scheduler v1
* fix max_block_num and max_num_batched_tokens setting
* fix max_block_num and max_num_batched_tokens setting
* fix max_block_num and max_num_batched_tokens setting
* fix max_block_num and max_num_batched_tokens setting
2025-08-12 10:38:51 +08:00
chen
46c8491201
merge logprob into batch_output ( #3266 )
2025-08-11 10:03:00 +08:00
lizexu123
afff4d37ea
[Feature] support seed parameter ( #3161 )
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* support seed
* fix
* add SamplingMetadata seed test
* The next_tokens values are inconsistent!
* add air and rejection seed test
* fix
* add SamplingParams seed test
* fix seed=0
* Default to defualt
* fix
* fix args_utils
* fix review
* fix review
* fix
* fix
* add xpu,gcu,iluvatar support seed
* fix
2025-08-06 15:20:47 +08:00
ApplEOFDiscord
b71cbb466d
[Feature] remove dependency on enable_mm and refine multimodal's code ( #3014 )
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* remove dependency on enable_mm
* fix codestyle check error
* fix codestyle check error
* update docs
* resolve conflicts on model config
* fix unit test error
* fix code style check error
---------
Co-authored-by: shige <1021937542@qq.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-08-01 20:01:18 +08:00
bukejiyu
db698bda01
qwen loader ( #3057 )
2025-07-30 19:09:38 +08:00
YuanRisheng
99a70fc722
unify parallel config ( #3070 )
2025-07-30 11:41:23 +08:00
Zero Rains
b2f9a42d87
[Feature] Support repetition early stop ( #3024 )
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* support repetition early stop and support user to set the parameter
* remove log
* fix codestyle
* add the early_stop_config to rollout_config
* update config and EarlyStopper class
* fix the bug for triton
* modify the stop method
* update description
* modify the usage for stop_flags
---------
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-07-29 22:42:54 +08:00
YuanRisheng
502ee92a0a
Unify server-side and model-side Config (Part3) ( #3047 )
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* merge model config
* fix arch
* fix rl
2025-07-29 17:07:44 +08:00
YuanRisheng
bddf403576
Unify server-side and model-side Config (Part2) ( #3035 )
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* merge speculative and graph opt conifg
* add attr
2025-07-28 15:31:48 +08:00
YuanRisheng
6ccc10ad47
Unify server-side and model-side Config (Part1) ( #3018 )
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* move cache config
* fix mtp
2025-07-28 10:51:52 +08:00
Zero Rains
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
ltd0924
f935d6f862
[BugFix] fix multinode deployment ( #2977 )
2025-07-24 15:04:04 +08:00
Yzc216
e14587a954
[Feature] multi-source download ( #2986 )
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* multi-source download
* multi-source download
* huggingface download revision
* requirement
* style
* add revision arg
* test
* pre-commit
2025-07-24 14:26:37 +08:00
chenjian
85a78d695d
[Feature] Support block scheduler v1 for FD ( #2928 )
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* Support FD block scheduler v1
* Support FD block scheduler v1
* Support FD block scheduler v1
* Fix according to copilot review
* Fix according to review
* Remove is_dummy
* Fix bug when real_bsz=1
* Fix infer first token cost time
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Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-07-23 20:31:31 +08:00
Zero Rains
89a485b69f
[Feature] Support using prefix-caching + cudagraph for inference ( #2924 )
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* fix the bug in cudagraph+prefix-caching but still have some bug with profile
Change-Id: Ibf2ba3f2e3b08641d03f4b1391d7c862c3efa397
* add the signal to make sure cache manager launched
* fix judge condition
* reomove useless control
* update control stream
* update
* fix xpu
* change the do_profile flag
* update
* add new threads to init cache_manager
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Co-authored-by: RAM <gstian5555@outlook.com >
2025-07-22 00:59:45 -07:00
zhink
0262ef7eb3
custom all reduce support cuda graph ( #2938 )
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Deploy GitHub Pages / deploy (push) Has been cancelled
* Support enabling cuda graph and custom all reduce at the same time, and fix the overwritten custom all reduce flag
* rename communication_op to communication
2025-07-21 22:52:03 +08:00
