Commit Graph

92 Commits

Author SHA1 Message Date
李泳桦
6265f4385f [feat] support prefix cache clearing when /clear_load_weight is called (#4008)
* [feat] support clearing prefix cache (cherry-picked from release/2.1)

* [fix] fix ipc suffix, use port instead

* [fix] fix prefix caching not enabled

* [fix] fix key/value_cache_scales indent

* [fix] fix ep group all-reduce

* [fix] fix clear/update lock not working when workers > 1

* [chore] add preemption triggered info log

* [fix] fix code style

* [fix] fix max_num_seqs config

* [fix] do not force enable_prefix_caching=False in dynamic loading

* [fix] fix ci

* Revert "[fix] fix ci"

This reverts commit 0bc6d55cc8.

* [fix] initialize available_gpu_block_num with max_gpu_block_num

* [fix] fix config splitwise_role

* [fix] fix clearing caches synchronization and add more logs

* [chore] print cache_ready_signal in log

* [fix] fix scheduler_config.splitwise_role

* [fix] fix cache_messager cache_ready_signal create=True

* [fix] stop cache messager from launching in mixed deployment
2025-09-28 19:42:53 +08:00
K11OntheBoat
4515ad21e9 Support limit thinking lengths (#4069)
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
2025-09-25 19:55:56 +08:00
Yuanle Liu
0c6f1932c5 delete_moe_phase_in_parallel_config (#4264) 2025-09-25 17:14:37 +08:00
RAM
870364b547 [CUDAGraph]CUDA Graph support unique memory pool (#4230)
* cuda graph use unique memory pool

* fix custom device import bug

* refine code

* refine code

* refine code
2025-09-24 19:45:22 +08:00
ApplEOFDiscord
9566ae8827 [Bug Fix] disable prefix caching in mm model (#4167)
* add http get retry

* fix coments

* disable prefix caching in mm model

* fix unit test

---------

Co-authored-by: zhangjunjun04 <zhangjunjun04@baidu.com>
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
2025-09-24 14:43:46 +08:00
fmiao2372
f1b5392e20 [Intel HPU] Support intel hpu platform (#4161)
* [Intel HPU] Support intel hpu platform

* fix some issues

* apply precommit and move AttentionBackend_HPU

* fix format issue

* correct ops import

* fix ci issue

* update code in layers

* fix code style issue

* remove dense tp moe ep mode

* fix enc_dec_block_num

* fix rebase issue

* rename hpu to gaudi in readme

* rename ForwardMeta_HPU to HPUForwardMeta
2025-09-24 12:27:50 +08:00
yangjianfengo1
4325b737e7 【FIX】Change the name of sparse attn from moba to plas (#4006) (#4076)
* 【FIX】Change the name of sparse attn from moba to plas (#4006)

* 更新文档

* 【docs】 update readme (#4000)

* 更新文档

* update readme

* update docs

* 【FIX】Change the name of sparse attn from moba to plas (#3845)

* 更新文档

* 更新文档

* 更新文档

* 更新文档

* 修改moba为plas

* code style

* update ci

* code style

* update ci

* code style

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>

* fix max_num_seqs

* fix test load attn

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-09-23 10:26:40 +08:00
yzwu
504461b6b5 [Iluvatar GPU] Optimize attention performance and fix moe load ckpt error (#3651) 2025-09-22 21:13:59 +08:00
chenjian
918ccdb123 [Feature] Support pd ep deployment with yiyan adapter (#4029)
* [Feature] Support mixed deployment with yiyan adapter in release2.2

* fix metrics

* add unit test

* add unit test

* add unit test

* Support pd ep deployment with yiyan adapter

* Support pd ep deployment with yiyan adapter

* refactor cache messager

* support scheduler v1 in PD

* suppport pd v1 + chunk prefill

* suppport pd v1 + chunk prefill

* add eplb

* support eplb

* support eplb

* support eplb

* support v1

* fix

* fix

* fix bug

* remove eplb support

* support prefix cache in P

* fix bug

* fix bug

* support one stop in V1

* fix bug

* fix ci

* fix ci

* fix

* fix

* fix

* fix

* fix

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
2025-09-22 16:41:38 +08:00
lizexu123
c86945ef49 [Feature] support pool (#3827)
* support pool

* update pooling

* add pooler_config and check

* update

* support AutoWeightsLoader load weight

* fix

* update

* delete print

* update pre-commit

* fix

* fix xpu

* fix ModelRegistry->model_registry

* fix Copilot review

* fix pooler.py

* delete StepPooler

* fix abstract

* fix default_loader_v1

* fix Pre Commit

* support torch qwen3 dense

* add test and fix torch-qwen

* fix

* fix

* adapter ci:

* fix review

* fix pooling_params.py

* fix

* fix tasks.py 2025

* fix print and logger

* Modefy ModelRegistry and delete AutoWeightsLoader

* fix logger

* fix test_embedding

* fix ci bug

* ernie4_5 model_registry

* fix test

* support Qwen3-Embedding-0.6B tp=1 load

* fix extra code

* fix

* delete fix vocab_size

* delete prepare_params_dict

* fix:
2025-09-22 14:09:09 +08:00
RichardWooSJTU
91912cc2e1 fix t2i (#4163)
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Co-authored-by: Yuanle Liu <yuanlehome@163.com>
2025-09-19 18:07:13 +08:00
YuanRisheng
24180fba0a [FDConfig]Remove splitwise_role and engine_worker_queue_port in FDConfig (#4147)
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* remove splitwise_role and engine_worker_queue_port

* fix xpu

* fix xpu

* fix xpu

* fix unittest

* resolve conflct
2025-09-19 17:01:52 +08:00
gaoziyuan
896e3bb606 [NewFeture]add ep rollout model init and update/clear ep buffer (#4039)
* fix gid

* merge

* fix test

* fix bug

* fix

* fix ci
2025-09-17 20:24:53 +08:00
Jiang-Jia-Jun
f9766f917b [BugFix] Forbiden FD_DISABLED_RECOVER while ENABLE_V1_KVCACHE_SCHEDULER (#4142)
Co-authored-by: Jiang-Jia-Jun <jiangjiajun@baidu.com>
2025-09-17 14:11:44 +08:00
YuanRisheng
2e9e53ff7e [FDConfig]Remove max_num_batched_tokens/max_num_seqs in parallel config (#4116)
* remove max_num_batched_tokens in parallel config

* remove max_num_seqs

* update test case

* fix test

* fix

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-09-17 10:43:35 +08:00
freeliuzc
69aa2781a1 [MTP]Support mtp reshard (#4099)
* support rl reshard

* modify model name
2025-09-15 17:13:53 +08:00
SuperNova
805f29a06c [Feature] refactor metax_gpu attention and moe and remove some useless code (#3688)
Co-authored-by: yongqiangma <xing.wo@163.com>
2025-09-12 14:40:25 +08:00
chen
4859f40b20 [Feature] GLM-45-AIR Support Mix Quantization(Dense wfp8afp8 and wint8 triton_moe_backend) (#4051)
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2025-09-11 20:08:09 +08:00
chen
637d96c6ae [Feature] Support zai-org/GLM-4.5-Air BF16 model (#3928)
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* support glm45_air
2025-09-10 19:36:10 +08:00
Zero Rains
98bfefea02 get org_vocab_size from args (#3983) 2025-09-09 15:08:03 +08:00
Jiang-Jia-Jun
c60adf4281 Revert "【FIX】Change the name of sparse attn from moba to plas (#3845)" (#4001)
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This reverts commit e31c8f7336.
2025-09-09 11:08:23 +08:00
yangjianfengo1
e31c8f7336 【FIX】Change the name of sparse attn from moba to plas (#3845)
* 更新文档

* 更新文档

* 更新文档

* 更新文档

* 修改moba为plas

* code style

* update ci

* code style

* update ci
2025-09-09 10:56:50 +08:00
Jundong Liu
3d0aaa5923 [Excutor] Experiment Feature-Support Prefill in cudagraph (#3459)
* Support prefill in Cudagraph

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.1

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.2

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.3

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.4

* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.5

* Solve problem about encoder_num_blocks_x_cpu

* Add early-exit mechanism for attention kernel

* fix test case about append-attention

* Update testcode, Add annotations to related tensors

* move get_input_length_list

* solve test_code

* Add annotations about early-exit for attention kernel

* Add annotations about early-exit for attention kernel2

* solve comment

* solve mtp

---------

Co-authored-by: RAM <gstian5555@outlook.com>
2025-09-08 13:12:24 +08:00
yinwei
7833f2f6cb [XPU]Fixed the issue of performance degradation caused by enabling ENABLE_V1_KVCACHE_SCHEDULER (#3897)
* fix bug

* fix bug

* update

* update

* update
2025-09-08 10:34:46 +08:00
chen
0d989829bb Compatible with EB 0.3B torch model arch (#3913)
* fix

* check
2025-09-05 19:04:59 +08:00
freeliuzc
88d44a2c93 support mtp in v1_scheduler mode (#3695)
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2025-09-04 17:39:59 +08:00
chenjian
22c165d6dd [Feature] Set v1 scheduler as default in develop (#3807)
* Set scheduler v1 as default

* Set scheduler v1 as default

* Set scheduler v1 as default

* Set scheduler v1 as default

* Set scheduler v1 as default

* close V1 in guided_decoding

* fix vl ci

* close V1 in guided_decoding
2025-09-04 15:16:56 +08:00
ltd0924
905d89e42f [Feature] support model weight update in ep (#3765)
* support model weight update in ep

* support model weight update in ep

* support model weight update in ep

* support model weight update in ep

* Update fused_moe_backend_base.py

* Update worker_process.py

* Update worker_process.py

* Update dynamic_weight_manager.py
2025-09-02 17:16:03 +08:00
kevin
1908465542 [Feature] mm and thinking model support structred output (#2749)
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* mm support structured output

* update code

* update code

* update format

* update code

* update code

* add enable_thinking default

* update code

* add structured_outputs test case

* add ci install xgrammar

* add ci timeout time

* update test for structured_outputs

* update code

* add error traceback info

* update error msg

* update structred output code

* update code

* update code

* update config

* update torch version

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-09-02 16:21:09 +08:00
kevin
7e751c93ae [BugFix] Fix chunked prefill (#3759)
* add error traceback info

* update error msg

* update code

* default enable chunked prefill

* update code

* update code

* add envs

* update code

* update enable chunked_prefill

* update code

* update code

* update code

* update code

* update code

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-09-02 13:40:45 +08:00
co63oc
d6369b4d51 fix typos (#3684) 2025-09-01 17:50:17 +08:00
kevin
753772ace8 default enable chunked prefill (#3731)
* 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
yangjianfengo1
3754a9906d [Feature] block sparse attention (#3668)
* 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
gaoziyuan
fc635acc47 [BugFix]fix dp&ep&tp and muti node infer (#3629)
* rm log

* fix bug

* fix bug

* fix dp&ep&tp and muti node infer

* fix

---------

Co-authored-by: Yuanle Liu <yuanlehome@163.com>
2025-08-28 19:09:10 +08:00
ltd0924
98c217b428 Update config.py (#3669) 2025-08-28 15:30:51 +08:00
YuanRisheng
ad9b95e6dd fix rl bugs (#3654) 2025-08-28 11:09:34 +08:00
Jiang-Jia-Jun
c694fa2879 Revert "[Feature] block sparse attention (#3209)" (#3647)
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)
* [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
bukejiyu
3200a80de3 [v1 loader]support fp8 (#3593)
* support fp8

* update ci
2025-08-26 02:42:46 -07:00
lzy
d339df2e90 Supports DP+TP+EP hybrid parallel deployment strategy (#3489)
* Support DP+TP+EP hybrid parallel deployment strategy

* Support DP+TP+EP hybrid parallel deployment strategy

* fix conflict

* add moe_tp_ep function split_allgather_out

* del tp_group in moe_cutlass_backend

* for ci

* fix parallel_config for ci

* del log
2025-08-26 00:04:01 -07:00
freeliuzc
52eda7fdb3 [Feature][MTP]support new speculative decoding method named hybrid mtp with ngram (#3610) 2025-08-26 14:29:22 +08:00
lizexu123
c43a4bec00 [Features] support hugging face qwen3 dense and qwen2 model (#3574)
* 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
YuanRisheng
e481b7a779 fix sot (#3556) 2025-08-23 08:37:06 +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
Jundong Liu
70ee910cd5 [Excutor] Change cudagraph hashkey from batch size to num_tokens (#3454) 2025-08-18 16:16:48 +08:00
chenjian
b21272d9ff [Bug fix] fix block num setting in scheduler v1 for develop (#3303)
* 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
Yuanle Liu
9571c458f0 enhance eos_tokens (#3274)
* enhance eos_tokens

* update

* update
2025-08-11 14:47:52 +08:00