AIbin
a7392a0ff9
【Inference Optimize】DeepSeek-V3-model MLA Optimize ( #3886 )
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* 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 )
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* Adjust processing order
* fix bug
* fix update_parameters bug
* refine code
2025-09-10 13:24:20 +08:00
Ayakouji
453487d5b0
[Feat] ernie4_5_vl_moe support CudaGraph ( #3226 )
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* delete dynamic control flow for decode
* coda-style
* fix scatter/gather typos and use input stream instead default stream
* support 0-Size Tensor
* update runner and model
* using static mem address as input
* fix mem leak
* refine code
* update mm_buffer
* fix typo
* fix buffersize
* fix unk token
* refine code
* refine
* support other arch
* open cudagraph in vlci
* fix
* update
* update
* update
* fix cmd
* update
---------
Co-authored-by: aquagull <hongyuh@qq.com >
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-09-10 13:11:57 +08:00
Yuanle Liu
c3b2a60fb8
[BugFix] Fix the abnormal memory usage caused by shape errors in the triton moe backend ( #4026 )
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* fix device_id to in
* fix triton_moe bug
2025-09-09 20:05:54 -07:00
Sunny-bot1
3b1da6e4dd
support v1 loader for machete ( #3999 )
2025-09-10 10:21:33 +08:00
YuanRisheng
b3fac5bde1
[V1 Loader] Ernie kv cache quant support v1 loader ( #3899 )
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* support c8 for ernie
* add unittest
* support vl
* fix c8
2025-09-09 05:25:08 -07:00
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 )
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* 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 )
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* 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
bukejiyu
e52ce1c4b1
cache feature ( #3857 )
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2025-09-07 18:52:46 +08:00
chen
0d989829bb
Compatible with EB 0.3B torch model arch ( #3913 )
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* fix
* check
2025-09-05 19:04:59 +08:00
Yuan Xiaolan
2cf55168ca
load hadamard_block_size from config ( #3797 )
2025-09-05 17:07:58 +08:00
AIbin
41aee08982
【Inference Optimize】Update MergedReplicatedLinear for DSK qkv_a_proj_with_mqa. ( #3673 )
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* support MergedReplicatedLinear
* update MergedReplicatedLinear to support DSK_wint4 V1_load
* update model name
* update linear class
* fix
* fix v0 moe_bias load
---------
Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com >
2025-09-04 21:16:05 -07:00
gaoziyuan
ab1929f5ff
fix mem boom in ep ( #3854 )
2025-09-05 11:48:21 +08:00
freeliuzc
88d44a2c93
support mtp in v1_scheduler mode ( #3695 )
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2025-09-04 17:39:59 +08:00
Ayakouji
31313e0f3d
[Feature] ernie4_5_vl_moe support huggingface safetensor loading ( #3750 )
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* update
* update
* update in tp
* add todo
* update
---------
Co-authored-by: aquagull <hongyuh@qq.com >
2025-09-03 02:58:59 -07:00
YuanRisheng
0a1ce612c2
V1 loader support ep ( #3801 )
2025-09-03 16:05:41 +08:00
co63oc
ce998449e0
fix w8a8.py ( #3733 )
2025-09-03 10:57:26 +08:00
co63oc
5441538173
rename fused_get_rope.cu ( #3752 )
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* rename fused_get_rope.cu
* fix
* fix typos
* fix
* fix
2025-09-03 10:54:34 +08:00
Longzhi Wang
e0c9a6c76c
[Feat] Support streaming transfer data using ZMQ ( #3521 )
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* 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
yangjianfengo1
8e1b35a09b
【Fix bug] w4afp8 的nblock固定为256，并且fa3的append attn 增加mask参数 ( #3771 )
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* fix w4afp8
* 增加集中式配置
* codestyle
* fix fa3 append attn
2025-09-02 19:17:01 +08:00
bukejiyu
b6a4115369
[v1loader]Reduce EB300B model loading time ( #3700 )
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* speed up eb45
* update
2025-09-02 19:13:57 +08:00
RAM
205b706ef8
[Executor] Fix bug of import paddle with RLHF ( #3781 )
2025-09-02 17:32:13 +08:00
Yuanle Liu
306c024ff3
[BugFix] fix error of import paddle.base.core.Config ( #3761 )
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* 延迟 import Config
* support chunked_prefill
* support chunked_prefill
2025-09-02 17:23:27 +08:00
ltd0924
905d89e42f
[Feature] support model weight update in ep ( #3765 )
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* 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
co63oc
d6369b4d51
fix typos ( #3684 )
2025-09-01 17:50:17 +08:00
lizhenyun01
bed09ae8f8
fix mask_offset in append_attn ( #3745 )
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* fix mask_offset in append_attn
* fix test
2025-08-31 15:03:16 +08:00
Sunny-bot1
fe5d09f9ee
[FIX]Fix Machete compile via ENABLE_MACHETE ( #3727 )
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* add ENABLE_MACHETE
* fix
* revert
* update
* pre_commit
* fix
* fix
---------
Co-authored-by: Ayakouji <yuhongh@qq.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
Co-authored-by: aquagull <hongyuh@qq.com >
2025-08-30 17:50:17 +08:00
chen
7568b20098
check ( #3720 )
2025-08-30 16:04:20 +08:00
lizexu123
455205f991
[Features] support hugging face qwen3 moe ( #3649 )
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* split ut
* qwen3-30B-A3B
* fix
* add test
* add test_torch_model.py
* fix test_torch_model.py
* delete print
* fix moe
* delete init.py
* fix
* fix
---------
Co-authored-by: bukejiyu <395822456@qq.com >
Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com >
2025-08-30 15:26:05 +08:00
chen
cd252ec673
[Feature]support load eb 0.3B and 21B torch model ( #3660 )
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2025-08-29 20:00:48 +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
zhouchong
ccd52b5596
[Model]support qwen2_5_vl ( #3557 )
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* 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
Yuan Xiaolan
c71ee0831c
add w4afp8 offline script ( #3636 )
2025-08-29 17:56:05 +08:00
zyfncg
f677c032c0
[CudaGraph] [SOT] Support spliting static graph into piecewise graph with cuda_graph ( #3478 )
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* support spliting static graph into piecewise graph with cuda_graph
* Update fastdeploy/model_executor/graph_optimization/cudagraph_piecewise_backend.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix merge conflict
* fix bug
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-08-29 16:28:01 +08:00
lzy
48d760539b
fix deepcopy(tp_group) in spec ( #3648 )
2025-08-29 16:08:21 +08:00
Ryan
45f81b34f0
add dtype int32 ( #3692 )
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2025-08-29 14:56:35 +08:00
xiaoxiaohehe001
1bf4fc7f36
support w4afp8 eplb ( #3680 )
2025-08-29 14:43:06 +08:00
周周周
17b414c2df
MoE Default use triton's blockwise fp8 in TP Case ( #3678 )
2025-08-29 11:07:30 +08:00
lifulll
72094d4d82
enable dcu ci ( #3402 )
2025-08-29 10:23:08 +08:00
bukejiyu
0b51b9c35b
fix qwen3 235B tp 8 ( #3697 )
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2025-08-28 23:46:25 +08:00
Yuanle Liu
4957908275
add input_processor plugin ( #3657 )
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* add input_processor plugin
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
2025-08-28 22:53:57 +08:00
ming1753
02b3644903
[Bug Fix] VL Support w4a8/w4afp8 ( #3686 )
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2025-08-28 21:38:35 +08:00
YuanRisheng
808b548761
support tmp ( #3675 )
2025-08-28 19:42:32 +08:00
gaoziyuan
fc635acc47
[BugFix]fix dp&ep&tp and muti node infer ( #3629 )
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* 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
Liumengyuan
2a73a6df03
fix_fp8_deepgemm_moe_tp_bug ( #3658 )
2025-08-28 17:19:02 +08:00
Liumengyuan
e93d4cfcdd
Add with_output version AppendAttention ( #3302 )
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* get use_output from fd_config
* add clear TODO description
* add mask_offset para to align with develop
* fix bug
* fix use_output logic
* fix sot bug
2025-08-28 17:10:18 +08:00
