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
Yonghua Li
12e0206d4d
[Cherry-Pick] [BugFix] [RL] skip model executing after clearing/updating is done ( #5527 ) ( #5523 )
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* [fix] fix ep loop
* [fix] another try
* [fix] again
2025-12-12 14:56:09 +08:00
chen
4e5e36ec9c
[[Cherry-Pick][BugFix] fix hung when n>1 and --enable-logprob ( #5492 )( #5499 ) ( #5498 )
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* [BugFix] fix hung when n>1 and --enable-logprob (#5492 )
* check
* check
* check
2025-12-11 20:03:22 +08:00
Yonghua Li
7019afbb86
[BugFix] fix instability after clearing weight ( #5487 )
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* [BugFix] fix instability after clearing weight
* [chore] add todo
2025-12-11 09:58:18 +08:00
chen
b491dcd23c
[Optimization] compulte real max_logprobs in batch ( #5430 ) ( #5448 )
2025-12-09 16:48:06 +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
Yonghua Li
31436a35e4
[Cherry-Pick] [BugFix] [RL] remove shutdown_process_group/restart_process_group for RL ( #5433 ) ( #5434 )
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* [fix] remove shutdown_process_group/restart_process_group for RL
* [chore] remove log
* [chore] remove log
* [chore] set log to debug level
2025-12-08 19:13:06 +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 c45e064f3d .
* Fix XPU and NPU bug
---------
Co-authored-by: Copilot <175728472+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 )
...
* [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
Ayakouji
a8f8791668
[Optimization] Qwen2.5-VL support multi-batch prefill ( #5269 )
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* update
* fix
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix dict access
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-12-05 18:22:39 +08:00
周周周
c83dc58105
[Feature] support Two batch overlap, mainly used in Prefill ( #5078 )
2025-12-05 14:58:50 +08:00
fmiao2372
ebe613ccc8
[Intel HPU] fix bug about RP 5138 ( #5380 )
2025-12-05 11:33:29 +08:00
zccjjj
e927c65742
[XPU] [Optimization] [EP] EP communication optimization. ( #5145 )
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2025-12-05 10:03:45 +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
fmiao2372
209006e6a6
[Intel HPU] fix memory fragmentation issue due to warmup process and fix moe all_reduce issue ( #5357 )
2025-12-04 11:29:41 +08:00
lizexu123
946025480e
[Bug fix] fix pooling models ( #5358 )
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* fix
* fix
* fix test
* fix gpu_model_runner
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-04 11:06:30 +08:00
qwes5s5
a52aea073c
fix logprobs ( #5335 )
2025-12-04 10:38:51 +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
qw86972190
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
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
K11OntheBoat
2e1680838f
[PD Disaggregation] Support PD deployment of DeepSeekv3. ( #5251 )
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* Support deepseekv3 cache transfer for PD deploy
* clean some log info
---------
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-12-02 14:11:50 +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
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
cmcamdy
9f4977eb74
[xpu] support mtp for xpu(mix) ( #5274 )
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* [XPU] support kernel for mtp(base)
* [XPU] support kernel for mtp(base)
* format
* format
* format
* fix gather next token
* fix step && add test
* fix
* mv pre/post process
* add adjust batch / gather next token for mtp
* fix code style
* fix mtp kenrel name
* fix mtp kernel test
* mv xpu pre/post process
* mv xpu pre/post process
* [xpu] support mtp
* fix code style
2025-12-01 11:03:14 +08:00
fmiao2372
2c7683d551
[Intel HPU] change MoE weights and scales from list to tensor and add… ( #5289 )
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* [Intel HPU] change MoE weights and scales from list to tensor and add q/k rms norm
* update doc
* move HPU_CHUNK_SIZE into envs
2025-11-28 19:17:05 +08:00
周周周
73886204d4
[Others] clean code ( #5235 )
2025-11-28 15:40:49 +08:00
cmcamdy
5a67a6d960
[XPU] support kernel for mtp(base) ( #4748 )
...
* [XPU] support kernel for mtp(base)
* [XPU] support kernel for mtp(base)
* format
* format
* format
* fix gather next token
* fix step && add test
* fix
* mv pre/post process
* add adjust batch / gather next token for mtp
* fix code style
* fix mtp kenrel name
* fix mtp kernel test
* mv xpu pre/post process
* mv xpu pre/post process
2025-11-27 15:05:44 +08:00
GoldPancake
cfc5b0ccf9
[BugFix] fix mtp logprob bugs in chunk prefill ( #5244 )
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* fix mtp logprob bugs in chunk prefill
* fix
* fix
2025-11-27 11:31:29 +08:00
chen
00d0ef5134
check ( #5237 )
2025-11-26 17:07:26 +08:00
Daci
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
kevin
8e4e3ff510
[Feature] support eplb in api_server ( #4782 )
...
* 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
xiaozude
d5bd64336a
[Metax] support ENABLE_V1_KVCACHE_SCHEDULER ( #5163 )
2025-11-24 19:19:49 +08:00
xiaoxiaohehe001
95f3c8c641
[Fix] Fix eplb bug and support fp8 load weight ( #5178 )
...
* fix eplb part2
* fix eplb part2
* fix eplb part2
2025-11-24 15:31:37 +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
ddchenhao66
e70e2279ce
[PD Disaggregation][XPU] Add XPU support for PD disaggregation ( #5113 )
...
* [XPU] xpu support PD disaggregation
* [XPU] fix the issue of cache KV transfer process startup failure on non-zero XPU cards
* [XPU] xpu support PD disaggregation in v1 scheduler
---------
Co-authored-by: ddchenhao66 <dhaochen163.com>
2025-11-21 14:09:01 +08:00
Yonghua Li
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
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
K11OntheBoat
4a7739ec0b
Fix dummy run when use PD Disaggregation with EP inference. ( #5112 )
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Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-11-18 21:09:30 +08:00
fmiao2372
74f33efdbf
[Intel HPU] fix bugs caused by other commits ( #5074 )
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* [Intel HPU] fix bugs caused by other commits
* update code by copilot
2025-11-17 15:28:55 +08:00
fmiao2372
e43a5fc055
[Intel HPU] enable level 1 prefix caching and fix some bugs ( #4971 )
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* [Intel HPU] enable prefix caching and dense tp moe ep and fix some bugs
* update code by copilot
* remove dense tp and moe ep code
2025-11-14 19:42:50 +08:00
Daci
5fc12eddfe
[Optimization] xgrammar async compile, multi thread, speed up ( #4835 )
...
* xgrammar async compile, multi thread, speed up
* fix test_sampler.py & pre-commit err
* add redis version check && fix request.llm_engine_recv_req_timestamp
* xgrammar prefill & decode & v0
* fix test_gpu_prompt_logprobs.py
* add test_guided_decoding.py
* Update fastdeploy/scheduler/splitwise_scheduler.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix torch xgrammar unittest env
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-14 18:05:26 +08:00
周周周
51b1f13547
[Executor]move batch_id_per_token ( #4853 )
2025-11-14 15:38:48 +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
周周周
6c4ebc5fee
[worker_process.py]modify some var name ( #4749 )
2025-11-13 14:21:27 +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
ltd0924
5bf48de999
[KVCache] support unified cache backend ( #4903 )
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* [Feature] support unified cache backend
* fix
* fix
* fix
* fix
* Update metax_model_runner.py
* fix
* update
* Update test_moba_attention_backend.py
---------
Co-authored-by: ltd0924 <luotingdan@baidu.com >
2025-11-12 14:54:52 +08:00
周周周
da6b4c10e5
[ATTENTION] make buffer alloc as a function ( #4945 )
2025-11-11 19:17:08 +08:00