Commit Graph

87 Commits

Author SHA1 Message Date
K11OntheBoat
05b7800d80 Support limit thinking lengths (#4244)
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
2025-09-24 17:30:53 +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
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
chenjian
618ccdbfba [Feature] Support mixed deployment with yiyan adapter in develop (#3976)
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* [Feature] Support mixed deployment with yiyan adapter in release2.2

* fix metrics

* add unit test

* add unit test

* add unit test

* fix ci

* fix for eb5

* fix ci

* fix ci

* fix ci

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-09-18 01:52:20 +08:00
RichardWooSJTU
2adca04f1f Reconstruct streaming data transfer with zmq (#3836)
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* reconstruct USE_GET_SAVE_OUTPUT_V1

* fix ut

* use dp rank

* fix ci
2025-09-17 14:30:39 +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
xiaoxiaohehe001
abdcef30aa [BugFix] mm_post_fix (#4005)
* mm_post_fix

* mm_post_fix_1
2025-09-11 19:09:46 +08:00
AIbin
a7392a0ff9 【Inference Optimize】DeepSeek-V3-model MLA Optimize (#3886)
* support MLA chunk_size auto search & cuda_graph
2025-09-11 10:46:09 +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
RAM
d3e4ae3d49 [Executor] Adjust signal sending order in RL training (#3773)
* Adjust processing order

* fix bug

* fix update_parameters bug

* refine code
2025-09-10 13:24:20 +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
lzy
af49b81ffd supports dynamic Cfp8 (#3767)
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* supports dynamic Cfp8

* add unittest
2025-09-07 20:41:29 -07:00
chenjian
b5e20e3015 [Bug fix] Fix prompt token ids dtype in v1 (#3860) 2025-09-08 11:34:13 +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
Longzhi Wang
e0c9a6c76c [Feat] Support streaming transfer data using ZMQ (#3521)
* Support streaming transfer data of ZMQ

* fix typo

* fix typo

* support tp

* add unittest

* update

* update

* fix typo

* fix typo

* fix tp_num in ci machine

---------

Co-authored-by: Wanglongzhi2001 <>
2025-09-02 19:52:19 +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
zhouchong
ccd52b5596 [Model]support qwen2_5_vl (#3557)
* adapt qwen_2_5_vl model

* adapt qwen_2_5_vl VIT model

* adapt qwen2_5_vl images_embeds

* adapt qwen2_5_vl 3D rope

* adapt qwen2_5_vl 3D rope v2

* adapt qwen2_5_vl processor

* adapt qwen2_5_vl bypass resampler_model

* adapt qwen2_5_vl 绕过部分ernie逻辑

* adapt qwen2_5_vl 绕过部分ernie逻辑 v2

* adapt qwen2_5_vl 权重加载与命名修改

* adapt qwen2_5_vl 非必须think_end_id

* adapt qwen2_5_vl 区分多种模型的extract_vision_features

* fix:adapt qwen2_5_vl model

* adapt qwen2_5_vl norm

* adapt qwen2_5_vl  processor 更新

* adapt qwen2_5_vl image and video success

* adapt qwen2_5_vl 部分整理代码

* adapt qwen2_5_vl 支持多卡

* adapt qwen2_5_vl on latest develop

* adapt qwen2_5_vl RL

* adapt qwen2_5_vl 整理代码

* support noex rope3d

* adapt qwen2_5_vl add init.py

* adapt qwen2_5_vl add init.py v2

* adapt qwen2_5_vl remove space

* adapt qwen2_5_vl remove space v2

* adapt qwen2_5_vl pre-commit

* adapt qwen2_5_vl update

* adapt qwen2_5_vl pre-commit v2

* adapt qwen2_5_vl modify comments

* adapt qwen2_5_vl fix indentation

* adapt qwen2_5_vl fix indentation v2

---------

Co-authored-by: wangyafeng <wangyafeng@baidu.com>
Co-authored-by: xiaoxiaohehe001 <49090790+xiaoxiaohehe001@users.noreply.github.com>
Co-authored-by: CSWYF3634076 <58356743+CSWYF3634076@users.noreply.github.com>
2025-08-29 18:28:39 +08:00
lifulll
72094d4d82 enable dcu ci (#3402) 2025-08-29 10:23:08 +08:00
Zero Rains
e37e86b3b8 [V1 Loader]support param create and load for wint2 and xpu backend (#3581)
* support wint2 backend'

* [V1 Loader]support param create and load for wint2 and xpu backend

* update weight shape name

* update

* update

* update baseline.txt

* update model name

* update baseline.txt

* fix codestyle

* remove debug coode
2025-08-28 09:49:36 +08:00
lizexu123
b28a0343a6 fix ENABLE_V1_KVCACHE_SCHEDULER (#3625)
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Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-08-27 21:21:29 +08:00
李泳桦
b2afdf4fc6 [fix] qwen output inconsistency when top_p=0 (#3634)
* [fix] qwen output inconsistency when top_p=0

* [fix] remove decode pre_id code
2025-08-27 17:16:23 +08:00
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
Yuanle Liu
cbce94a00e rename ernie_xxx to ernie4_5_xxx (#3621)
* rename ernie_xxx to ernie4_5_xxx

* ci fix
2025-08-26 19:29:27 +08:00
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
Sunny-bot1
c68c3c4b8b [Feature] bad words support v1 scheduler and specifiy token ids (#3608)
* support bad_words_token_ids

* docs

* fix test

* fix

* bad words support kvcache v1 and token ids

* fix
2025-08-25 20:14:51 -07:00
RAM
2fa173e327 [Executor] CUDAGraph support RL training (#3265)
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* add clear graph opt backend

* cuda graph support rl

* add branch

* 1.fix dynamic_weight_manager bug 2.add clear api for CasualLM

* open test case

* fix typo

* update mkdocs.yaml

* [Docs]Update mkdocs.yml

* update test case

* use unittest in graph test case
2025-08-25 20:59:30 +08:00
chen
9cab3f47ff [Feature] Add temp_scaled_logprobs and top_p_normalized_logprobs parameters for logits and logprobs post processing (#3552)
* [feature] Add temp_scaled_logprobs and top_p_normalized_logprobs parameters for logits and logprobs post processing

* infer engine support temp_scaled_logprobs and top_p_normalized_logprobs

* delete some code

* code check

* code check and add doc

* fix tokenizer.decoder(-1), return 'Invalid Token'

* add ci for temp_scaled and top_p logprobs

* check test

* check seq len time shape

* logprob clip inf

---------

Co-authored-by: sunlei1024 <sunlei5788@gmail.com>
2025-08-25 14:11:49 +08:00
lizexu123
a053ab889b [BugFix] fix num_running_requests in cuda_graph (#3457)
* fix cuda_grpah

* add note

---------

Co-authored-by: RAM <gstian5555@outlook.com>
2025-08-19 10:47:22 +08:00
lizexu123
32b39620bc [Code Simplification] remove cum_offsets (#3410)
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2025-08-18 20:21:25 +08:00
Jundong Liu
ea4a3b479c [Excutor] Increase buffer size to prevent address corruption; add forward metadata debug tool (#3404)
* 修复buffer申请不够大,增加打印forwardmetadata的工具

* fix mistake

* Make CPU tensor in CPUPlace

* Add test about forward_meta_str and Add unitest_requirement

---------

Co-authored-by: RAM <gstian5555@outlook.com>
2025-08-18 16:14:09 +08:00
chen
f0f00a6025 [OPs] Universal optimization and Fix early_stop cuda 700 (#3375)
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* delete nonzero

* delete setup_ops_base.py

* check if

* check gcp infer_seed.cpu()

* fix repetition_early_stopper_kernel cuda 700
2025-08-14 22:40:44 +08:00
lizexu123
7b596d0877 [BugFix] fix real_bsz in ep (#3366)
* Your commit message here

* fix ep

* delete cuda_graph
2025-08-14 17:31:19 +08:00
Jiang-Jia-Jun
c56c99837a Revert "[BugFix] num_seqs (#3291)" (#3316)
This reverts commit e0aeac58e1.
2025-08-11 16:16:51 +08:00
Yuanle Liu
9571c458f0 enhance eos_tokens (#3274)
* enhance eos_tokens

* update

* update
2025-08-11 14:47:52 +08:00
lizexu123
e0aeac58e1 [BugFix] num_seqs (#3291)
* fix num_seqs

* merge develop
2025-08-11 13:38:55 +08:00
chenjian
c011cb8b16 [Bug Fix] Fix scheduler bug in develop (#3292)
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* Fix scheduler bug in develop

* Fix scheduler bug in develop

* Fix scheduler bug in develop
2025-08-10 13:55:38 +08:00
yzwu
fbdd6b0663 [Iluvatar GPU] Optimze attention and moe performance (#3234) 2025-08-08 10:51:24 +08:00
lizexu123
afff4d37ea [Feature] support seed parameter (#3161)
* 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
lizexu123
b01cfd6007 [BugFix] support real batch_size (#3109)
* support real bsz

* fix

* fix xpu_model_runner.py,gpu_model_runner.py,gcu_model_runner.py,iluvatar_model_runner.py

* add event_loop_ep

* fix

* Add comments

* fix

* support mtp real_batch_size

* fix

* self.tmp_seq_lens_this_time->self.seq_lens_this_time_buffer

* fix

* fix VL real_seq_lens_this_time

* fix

* fix mtp

* fix

* fix mtp

* fix xpu

* fix
2025-08-05 16:33:54 +08:00
Sunny-bot1
72ef5a9c93 [FIX]fix bad_words when sending requests consecutively (#3197)
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* fix bad_words

* fix log

* fix log
2025-08-04 05:59:41 -07:00
Longzhi Wang
01d7586661 [Bug fix] Fix cudagraph when use ep. (#3130)
* fix cudagraph when use ep

* fix typo

* reduce full length to adapt large bsz such 128/256
2025-08-04 18:06:18 +08:00
RAM
d850660872 [Executor] Refactor GetBlockShapeAndSplitKVBlock Kernel (#2989)
* reset decoder_block_shape_q buffer

* refactor GetBlockShapeAndSplitKVBlock Kernel and cudagraph padding batch

* update decode_max_tile_size

* fix pre-commit

* update block_multihead_attn_backend

* update flas attn backend

* update MLA Attention

* update XPU Attention

* update gcu,iluvatar model runner

* Update MTP

* fix MTP bug
2025-07-31 00:09:31 +08:00
bukejiyu
db698bda01 qwen loader (#3057) 2025-07-30 19:09:38 +08:00
ming1753
5acde4eb43 [Feature] Multimodal Scheduler V1 (#3019)
* [Feature] Support multimodal scheduler v1

* remove debug log

* fix bug

* fix format

* modify code

* fix bug

* fix bug

* fix bug

* modify code
2025-07-30 16:05:55 +08:00
Sunny-bot1
74aa31d15b [Feature] support bad_words (#3055)
* support bad_words

* support online infer bad_words

* update

* add CI test

* update

* update

* update

---------

Co-authored-by: Yuanle Liu <yuanlehome@163.com>
2025-07-30 09:31:29 +08:00
Zero Rains
b2f9a42d87 [Feature] Support repetition early stop (#3024)
* 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)
* merge model config

* fix arch

* fix rl
2025-07-29 17:07:44 +08:00
JYChen
dafe02a7b9 [stop sequence] support stop sequence (#3025)
* stop seqs in multi-ends

* unittest for gpu stop op

* kernel tid==0
2025-07-29 14:17:37 +08:00
begin2023
dd877f38b1 [Perf] Remove unnecessary operations in non-cuda_graph (#3010)
* [Perf] Remove unnecessary operations in non-cuda_graph

* fix code logic

* use suggestion comment

* reduce function call

* reduce function call

* reduce function call

* reduce function call
2025-07-27 20:38:29 -07:00