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cbdb2462ea1045eb84251b20bcc2bdf0884a7e72
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1697 Commits

Author SHA1 Message Date
周周周 cbdb2462ea cp 1131 tbo to develop (#6281) 2026-02-03 15:23:23 +08:00
周周周 8277b95fa6 remove speculate_get_padding_offset op (#6308) 2026-02-03 15:18:12 +08:00
Moonchild1227 39dc4b0c2e [Feature] [KVCache] support file_store kv cache backend (#6188) 
* fix(examples): comment out stop.sh to avoid error when script is missing

* feat: add file_store support for cache manager

* [fix] fix multi gpu transfer

* [fix] fix global kvcache transfer

* [Feature] [KVCache] support file_store kv cache backend

* chore: update FileStore according to PR comments

* fix: remove comments

* fix: add swap_cache_layout for file store

* fix: remove rank key

* fix: Switch KV cache storage to pure file mode

* Temporarily disable support for Tensor types

* fix: remove args --kvcache_file_path & add envs FILE_BACKEND_STORAGE_DIR

* fixx: Simplify cache_transfer_manager.py

* fix: fix syntax bug

* fix: Simplify file_store.py

* fix: Use the key directly as the filename

* fix: Simplify set()

* fix: Simplify cache_transfer_manager.py & file_store.py

* fix: Only support load to cpu buffer

* feat: add FileStore backend for cache transfer

* fix: guard zmq import
 2026-02-03 14:37:58 +08:00
zccjjj ee77ff9ebe [config] fix assert message (#6310) 2026-02-03 14:37:46 +08:00
Jingfeng Wu 4760835789 Fix heartbeat signal's sleeptime error (#6241) 2026-02-03 14:28:51 +08:00
fxyfxy777 f3413c4caa [BugFix] fix fused_mask_swiglu_fp8_quant bug (#6316) 
* optimize mask_quant op speed up 1.5

* fix calculate sequence

* add fused

* rm log

* push kernel code

* add ut

* accuracy ok

* add ue8m0

* add ut

* add merge develop

* rm ut of mask_per_token_quant

* Revert "[Optimize] optimize mask_quant & swiglu (#6222)"

This reverts commit 2ada119a38.

* add block_size

* pre-commit
 2026-02-03 13:54:12 +08:00
ApplEOFDiscord 6563b8307c [Bug Fix] fix tokenizer oom (#6287) 
* fix tokenizer oom

* fix unit test
 2026-02-03 11:27:11 +08:00
GoldPancake fb374238e1 Revert "[RL] Support GLM MTP RL Model (#6223)" (#6301) 
This reverts commit af6c84d48d.
 2026-02-02 14:08:13 +08:00
fxyfxy777 2ada119a38 [Optimize] optimize mask_quant & swiglu (#6222) 
* optimize mask_quant op speed up 1.5

* fix calculate sequence

* add fused

* rm log

* push kernel code

* add ut

* accuracy ok

* add ue8m0

* add ut

* add merge develop

* rm ut of mask_per_token_quant
 2026-02-02 13:52:38 +08:00
chenjian af1b1d2d56 [Feature] Support report token index by attention store (#6285) 
* [Feature] Support report token index by attention store

* fix format
 2026-02-02 10:41:11 +08:00
xiaozude 030647521a [Metax] adapt to the latest develop (#6282) 2026-01-29 23:21:20 -08:00
JYChen 6c685c9474 Revert "[Feature] Support Ernie FP8 on sm100 (#5593)" (#6275) 
This reverts commit eb80724b71.
 2026-01-30 11:22:01 +08:00
chenjian 292bab7e6d [BugFix] Fix bug for enable output caching (#6226) 
* [BugFix] Fix bug for enable output caching

* fix

* Fix

* fix

* fix ci
 2026-01-30 10:55:36 +08:00
mouxin 506f1545cd [Feature] Enhance Router with /v1/completions, docs, scripts, and version info (#5966) 
* [Doc] Update prerequisites in the documentation

* [Feature] Enhance Router with /v1/completions, docs, scripts, and version info

* [Feature] Enhance Router with /v1/completions, docs, scripts, and version info

---------

Co-authored-by: mouxin <mouxin@baidu.com>
 2026-01-30 10:28:48 +08:00
MingkunZhang c4abb01f9c [Metax][Fix] fix 'get_token_penalty_multi_scores' input error based (PaddlePaddle#6069) (#6266) 2026-01-29 19:24:36 +08:00
Ryan 5e78c1ac87 [Graph Optimization] Support CUDAGraph for P/PD mixed Batch using SOT subgraph spliting mode (#6196) 
* refine comment && refine variable name

* replace comment
 2026-01-29 16:29:54 +08:00
yuxuan 44b52701f6 [Feature] Support NVFP4 MoE on SM100 (#6003) 
* fp4 dense

* [WIP] support nvfp4, dense part

* [wip] developing loading qwen model

* loading

* update

* dense fp4 OK, cudagraph error

* [WIP] moe forward part

* with flashinfer-backend

* qwen3_moe_fp4

* update

* support flashinfer-cutlass moe, qwen3-moe-fp4 OK

* support ernie4.5-fp4

* fix load error

* add some ut

* add docs

* fix CLA, test

* fix the apply() in ModelOptNvFp4FusedMoE

* fix CodeStyle

* del the PADDLE_COMPATIBLE_API

* fix broken url: nvidia_gpu.md

* fix docs

* fix token_ids

* fix CI in Hopper

* move flashinfer imports inside the function

* fix model_runner

Removed the logic for generating random padding IDs.

* Remove skip condition for CUDA version in nvfp4 test

* add test for nvfp4

* fix according to review

* Add Chinese translation link to NVFP4 documentation

* del flashinfer.py

* fix unittest

---------

Co-authored-by: zoooo0820 <zoooo0820@qq.com>
Co-authored-by: bukejiyu <395822456@qq.com>
 2026-01-29 14:16:07 +08:00
JYChen eb80724b71 [Feature] Support Ernie FP8 on sm100 (#5593) 
* Deepgemm暂时可用版本

* dense部分 e8m0 ok

* EB模型E8M0跑通的版本

* code check

* support 21b-tp2, dev_paddle

* 单机4.5T ep OK的版本

* 修复删除的代码,单机4.5T ep(非cudagraph)

* eb tp

* Support SM100 block-wise FP8 inference

* refine codes, support deepgemm on sm100

* add thirdparty PFCC/DeepGEMM

* fix ep decode

* 使用deepep ue8m0, 解决精度问题

* 修复FP8 TP精度

* Deepgemm升级适配Hopper逻辑

* add ue8m0 kernel

* add ue8m0 kernel

* fix custom_ops/gpu_ops/cpp_extensions.cc

* eb 输出正常

* eb5 text is right

* 目测精度一致

* 自测精度对齐

* 替换masked_per_token_quant, ep精度OK

* 性能提升约30%

* 暂时跑通ep但是有问题

* 自测一致

* rm test fun

* fix ep event

* 图优化算子更新Deepgemm

* fix build

* 暂时绕过deepgemm CI编译问题

* 根据SM区分deepgemm版本

* remove useless code

---------

Co-authored-by: ckl117 <ckl117@163.com>
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
Co-authored-by: fxyfxy777 <fxyfxy777@163.com>
 2026-01-29 13:49:54 +08:00
GoldPancake af6c84d48d [RL] Support GLM MTP RL Model (#6223) 
* support glm mtp rl model

* fix

* fix

* fix ut

* update baseline
 2026-01-28 08:28:03 -08:00
ddchenhao66 6d33d5e370 [Models][BugFix] shared experts and dense mlp layer do not require TP split (#6180) 
Co-authored-by: ddchenhao66 <dhaochen163.com>
 2026-01-28 18:58:19 +08:00
chenjian 6e9a57b7c1 [Bug fix] Fix multi modal fetch feature (#6095) 2026-01-28 18:02:26 +08:00
GoldPancake 7d6c87c29e [Others] Support constrained decoding when enable_thinking is false (#6248) 
* support constrained decoding when enable_thinking is false

* fix

* fix

* fix
 2026-01-28 00:05:17 -08:00
sunxin 27f8799f04 [Model Runner] Refactor execute_model for GPU async scheduling (#6176) 2026-01-28 14:19:33 +08:00
freeliuzc ce06c6dfb3 [BugFix] Fix token_penalty kernel (#6069) 
* fix token_penalty kernel

* try to fix xpu

* fix xpu

* fix unit test
 2026-01-28 12:03:05 +08:00
Yuanle Liu 8b05774fad [Others] enhance deep_ep import and support mixed mode flash_mask_attn (#6238) 
* support flashmaskattn mixed and enhance deepep import

* update

* fix
 2026-01-28 00:02:02 +08:00
qwes5s5 38378415c7 add token ratio metrics (#6236) 2026-01-27 17:00:49 +08:00
周周周 aa57864c5b remove unneeded para from flash_mask_attention (#6218) 2026-01-27 14:04:27 +08:00
jc b1698a79cb [RL] add version to the key of cache storage && refine raising error (#6160) 
* Waiting for cache transfer manager inited

* up

* up

* up

* up

* up

* fix according comments

* fix unittest

* fix

* fix unittest

* fix error

* pass storage_backend to worker
 2026-01-27 10:47:46 +08:00
xiaoxiaohehe001 7ffa88bb01 [BugFix] fix mask_attn (#6214) 
* [BugFix] fix mask attn

* [BugFix] fix mask attn
 2026-01-26 07:46:51 -08:00
CSWYF3634076 08c411518f [Loader] support dummy load weight (#6169) 
* [Loader] support dummy load weight

* [Loader] support dummy load weight v2

* [Loader] support dummy load weight unittest

* [Loader] support dummy load weight unittest v2

* [Loader] support dummy load weight v3 docs and fp8
 2026-01-26 13:58:53 +08:00
sunxin adc69c15d0 [Model Runner] Prepare token count and move FA3 initialization into the graph (#6170) 
* prepare for token num and put FA3 init in graph
 2026-01-26 12:16:57 +08:00
周周周 0966df78dc [Others] remove stop_nums (#6182) 2026-01-26 12:12:47 +08:00
wangyifei 84a1780814 [build] support build sm 80,86,89,90 to one whl package (#6173) 
* support build sm 80,86,89,90 to one whl package

* create tmp dir before build custom ops in FD_UNIFY_BUILD mode

* typo fix

* ignore exceptions in xpu ..
 2026-01-26 11:30:02 +08:00
Yuanle Liu 253c5cc16c Improve deep_ep import handling with logging (#6207) 
* Improve deep_ep import handling with logging

Refactor deep_ep import logic to handle PaddleFleet and PFCCLab imports with error logging.

* Add traceback import to ep.py
 2026-01-24 22:41:42 -08:00
Yonghua Li 833d00e2d7 [BugFix] move cache creation back to cache transfer process and adapt clear/update (#6144) 
* [fix] move cache creation back to cache transfer process

* [fix] fix clear cache

* [chore] change some log level

* [fix] fix clear cache

* [fix] fix clear cache for blockwisefp8 and mtp

* [fix] fix c8

* [fix] fix clear_mtp_cache args

* [chore] update cache_transfer_manager

* [fix] fix update mtp cache
 2026-01-24 21:59:13 +08:00
fxyfxy777 79f42209bf add scale_wrapper for per_block_cast_to_fp8 (#6183) 2026-01-23 00:37:20 -08:00
sunxin bef6293552 [Model Runner] Add exist_prefill_flag (#6172) 2026-01-23 13:07:05 +08:00
luukunn 0a19e1b6df fix image gen (#6175) 2026-01-23 11:24:12 +08:00
luukunn 8635d8880d bug fix tool_calls (#6166) 2026-01-23 10:49:27 +08:00
GoldPancake 646aced1eb [UT] Add GLM E2E tests for non-MTP and MTP (#6163) 
* add glm ut
 2026-01-23 10:34:29 +08:00
wangyifei b7c5daa316 [RL] add pause, update_weights, resume interface for async RL (#6052) 
* support dynamic run_control_request through zmq from apiserver to common_engine

* support pause/resume/is_paused/update_weights in apiserver->common_engine by common run_control_method

* change /is_puased from HTTP POST method to GET method

* add pause、resume、is_paused implementation

* support engine <==> worker communication(request&response)

* support sync weights through RDMA from checkpoint_transfer

* support specified version, rsync_config in update_weights rpc call

* add pause, update_weights, resume interface for async RL

* bug fix: update_weights support using default arguments

* fix typo

* typo fix

* typo fix

* typo fix

* add unitest for control request/response, localscheduler.get_inflight_requests, resource_manager_v1.preempted_all

* add "rsync" to LoadConfig.load_strategy Literal type hints

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* typo fix

* typo fix

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* check version/rsync params

* add error log when version.txt not exists

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* raise specified ValueError when paramters check failed

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* tp barrier after run_control_method

* encode 'engine_worker_queue_port' to unique name of worker2engine fmq queue

* typo fix

* typo fix

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-01-23 10:18:07 +08:00
Ryan 31c219d483 [Graph Optimization] Add max_capture_shape_prefill && cudagraph_capture_sizes_prefill (#6148) 
* Add max_capture_shape_dy2st parameter to YAML config

* split cudagraph capture size between decode and prefill

* rm if

* add default value
 2026-01-22 21:37:18 +08:00
Yonghua Li 8d27a523e7 [Feature] [KVCache] support attention_store kv cache backend (#5823) 
* [feat] support attention_store kv cache backend

* [fix] fix codestyle

* [chore] optimize log

* [fix] fix write storage task

* [fix] fix read storage

* [fix] fix code conflict after merge develop

* [fix] fix cache bytes and read task token ids

* [chore] add model for cache transfer manager

* [chore] add some log

* [chore] remove launched_cache_manager_signal

* [fix] fix write_back_storage_task match_block_num condition

* [fix] fix swap_cost_time

* [ci] fix ci

* Update fastdeploy/engine/sched/resource_manager_v1.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update fastdeploy/cache_manager/cache_transfer_manager.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update fastdeploy/cache_manager/transfer_factory/mooncake_store/attention_store.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-01-22 21:01:23 +08:00
yinwei 3cd0ffe36c Enable CudaGraph 2026-01-22 19:49:33 +08:00
Yonghua Li bb76d3b6f0 [RL] [APIServer] add more status codes for update/clear api (#6141) 
* [RL] add more status codes for update/clear api

* [feat] return json response

* [fix] fix ci
 2026-01-22 17:26:18 +08:00
luukunn 6b968a76f1 【Optimization】update data_processor & add tool parser plugins (#6096) 
* update data_processor

* fix unit test

* fix unit test

* add unit test

* add tool parser plugins

* fix tool call

* fix tool call

* fix tool call

* fix unit test

* fix unit test

* add unit test

* fix unit test

* fix unit test

* fix unit test
 2026-01-22 17:17:32 +08:00
yinwei 1e3c35496c [XPU][Graph Optimization] XPU Support CUDAGraph (#6152) 
* support cuda graph
 2026-01-22 14:41:56 +08:00
Haonan Luo 82057cb71f Support MXFP4 for GPT-OSS (#5435) 
* support mxfp4 in gpt-oss

* support mxfp4 in gpt-oss

* add scope for flashinfer

* remove torch code

* update envs.FD_MXFP4_BACKEND

* update process_weights_after_loading

* update env name

* support tp in gpt-oss, add e2e test

* add flashinfer-python-paddle in requirements

* fix import error

* add test

* add test

* add test

* add test
 2026-01-22 14:21:01 +08:00
jc 309c7d9764 router support divided roolout (#6150) 2026-01-22 10:39:39 +08:00
fxyfxy777 9c4db0ac3f [BugFix] fix weight quant op (#6137) 
* fix weight quant

* fix weight quant

* bit equal

* code style
 2026-01-22 09:50:57 +08:00