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120 Commits

Author SHA1 Message Date
JYChen 43ace7af25 [RL] support moe-topk use topk_reduce_func (#7218) 
* support moe-topk use topk_reduce_func

* fix ep error

* fix ut

* fix ut
 2026-04-09 11:01:03 +08:00
AIbin 48d2bbeb74 fix dsa (#7252) 2026-04-08 20:21:38 +08:00
Yuanle Liu 1af7f80811 Revert "[BugFix][Speculative Decoding] Correct index calculation in speculate…" (#7133) 
This reverts commit ba1aa1edff.
 2026-04-01 06:54:23 -07:00
lonelygsh ba1aa1edff [BugFix][Speculative Decoding] Correct index calculation in speculate decoding operators (#7121) 
- Fix accept_idx calculation in spec_set_value_by_stop_seqs
- Fix condition check from < to <= for token matching
- Fix accept_tokens indexing logic
- Remove unnecessary -1 in current_step comparison for max_think_len

Co-authored-by: guanshihui] <guanshihui@baidu.com>
 2026-04-01 05:36:53 -07:00
sunxin c29e86fc9d [Feature] Support mtp overlap schedule (#7001) 2026-04-01 14:24:26 +08:00
mpgemm 7a20eaebe8 [Feature] Support cute cpp Encoder FA4 (#7016) 
* add cute cpp fa4

* 删掉注释

* 修正合并错误

* sm_version放到函数内

* ci错误
 2026-03-30 10:54:56 +08:00
huicongyao 25d64efdc4 [Speculative Decoding] Refactor Eagle MTP hidden states copy (#6812) 
* reformat eagle_get_hidden_states & eagle_get_self_hidden_states

* readibility

* fix xpu bug

* fix coverage failure

* change luanch params & parallelize position_map compute

* Fix MTP-related bugs in FastDeploy centralized inference

* fix

* refactor mtp hidden_states process

* fix

* add unittest & optimize kernel

* remove useless code

* fix
 2026-03-25 22:54:31 -07:00
freeliuzc 7a6c28781b [Speculative Decoding] Optimize attn_mask_offset and fix mtp bug (#7005) 
* optimize attn_mask_offset and optimize mtp usage

* delete useless branch

* fix kernel format

* fix kernel runner
 2026-03-25 01:52:06 -07:00
SUN Dong 6cff780fdb [RL] Support moe_topk_select using Paddle native operators and Add fused stack-transpose-quant for BlockWiseFP8 MoE weight quantization and swiglu-fp8-quant op for DeepGemmFusedMoE for training alignment (#6850) 
* [RL] Add fused stack-transpose-quant for BlockWiseFP8 MoE weight quantization

* update

* update

* update

* support custom topk inDeepGemmFusedMoeMethod  apply_tp

* apply_ep_prefill support moe_topk_select

* update

* add ut

* add ut

* add ut

* modity doc

* fix env and docs

* add ut

---------

Co-authored-by: zhanghonggeng <zhanghonggeng@baidu.com>
 2026-03-24 11:12:39 +08:00
freeliuzc e87ce4b8cd [Speculative Decoding] refactor MTP and optimize spec-decoding postprocess (#6973) 
* support new mtp

* refactor(speculate_decoding and mtp): optimize mtp sturcture logic. Update spec-branch status-process

* fix cuda-graph for spec-decoding

* fix xpu mtp and fix some note

* fix unittest and optmize note

* fix model status update in eos-branch
 2026-03-24 10:19:01 +08:00
AIbin bf7e2424d0 [Optimization][Feature]Supports multiple batches of DSK-DSA. (#6930) 
* support DSA_MUTI_BATCH

* update test topk

* update dsk-dsa
 2026-03-20 15:59:22 +08:00
RichardWooSJTU 4ed483d20b [BugFix] Fix ep compatibility issues & Optimize permute operator (#6821) 
* fix ep compatibility issues & optimize permute operator

* fix ut

* fix ut
 2026-03-17 10:32:11 +08:00
周周周 091e3c815d Dsa clean code，add dsk_attn_write_cache baseline (#6855) 2026-03-16 11:01:14 +08:00
周周周 820eb60ec6 [Others] clean code (#6839) 
Co-authored-by: “liuruian” <liuruian@baidu.com>
 2026-03-14 11:09:28 +08:00
周周周 8c1a2827d3 DSA clean code (#6827) 2026-03-13 16:39:47 +08:00
freeliuzc 12f412448b [Speculative Decoding] Fix speculate stop_seqs and fix accept_num in eos branch (#6825) 2026-03-12 23:48:24 -07:00
huicongyao 2e63d88f7a [Optimization][Speculative Decoding]Fuse padding sampling params (#6765) 
* optimize speculate pre process unit test

* Add CUDA kernel for building sampling params in speculative decoding

* init infer seed in device

* format code

* add unittest & fix

* fix

* format-code

* format-code

* fix rebase

* .

* fix unitest
 2026-03-12 05:05:15 -07:00
RichardWooSJTU 9f0778f991 [Feature] Support EP prefill with num_worst_tokens (#6574) 
* support num worst tokens

* support num worst tokens

* fix build error

* support num worst tokens: fix errors

* support num worst tokens: fix feild

* support num worst tokens: delete requiements

* replace permute and depermute op by pure cuda

* replace permute and depermute op by pure cuda

* fix ci

* fix op

* fix nan

* fix code style

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2026-03-11 17:09:07 +08:00
AIbin 1118351b27 [Optimization] Update Deepseekv3.2 model and dsa-indexer networking and add some unitest (#6762) 
* add deepseek model doc

* update deepseek model doc

* update deepseek model doc

* update deepseek model doc

* cwb suppor DSK_V32 Model

* update DSK_V32_DSA modeling

* Ibin Support DSK_DSA

* update kernel

* update yaml

* update requirements

* update pre_commit

* update model-runner

* fix CI bug

* del start.sh

* fix iluvatar_model_runner

* update DSA & add unitest

* update import deep_gemm
 2026-03-11 15:52:54 +08:00
freeliuzc cf7934a4b2 [Speculative Decoding] Unify Spec and non-spec branch (#6685) 
* optimize spec-inference architecture

* delete debug log

* optimize spec_method usage  && fix unit_test

* add claude unit-test skill

* fix some ugly bug

* enhance robustness and bounds check

* unify method & spec_method to method to avoid bug

* activate CI

* fix unit test

* Unify logprobs computation for naive and speculative decoding, fix CUDA kernel

* fix logprob bug && optimize verify kernel

* fix exist_decode() judge
 2026-03-10 23:58:44 -07:00
huicongyao 0f718baaf2 [Speculative Decoding]Reformat input preprocess for spec decode (#6501) 
* add speculate_pre_process kernel

* reduce one slice

* make d2h async && fix mtp bug for new pre_process

* fix

* add unitest

* fix: code stype formatting

* fix

* fix: thread race in speculate_preprocess && rename d2h event
 2026-03-03 10:22:07 +08:00
ming1753 97eee75677 [Feature] GPU Memory Optimization and Retirement of V0 Scheduler (#6407) 
* Optim GPU Mem Usage

---------

Co-authored-by: huzesen <huzesen@baidu.com>
 2026-02-28 15:07:43 +08:00
GoldPancake 2178f2829b [Speculative Decoding] Support suffix decoding (#6403) 
* support suffix decoding
 2026-02-26 11:42:05 +08:00
Yuanle Liu 6d3fede240 [OP][Feature] 统一 limit_thinking_content_length CUDA 算子，支持回复长度限制与注入序列 (#6493) 
* Initial plan

* Migrate PRs #6311, #6129, #6305 to develop and merge unit tests

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* fix

* update

* fix

* fix ci

* fix ci

* Initial plan

* test: add test_chat_with_response_max_tokens to test_EB_VL_Lite_serving.py

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* test: add disable-thinking case to test_chat_with_response_max_tokens

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* test: add both reasoning_max_tokens and response_max_tokens case

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* fix ci

* fix ci

* fix ci

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>
 2026-02-25 21:36:50 +08:00
chen a8ffcaa068 fix fa4 test (#6408) 2026-02-10 10:57:21 +08:00
周周周 2b4748de4f [MTP] refactor MTP pre_process (#6358) 2026-02-09 10:47:15 +08:00
chen 29a313a402 [Optimization] Support FA2/FA3/FA4 with attn_mask_q (#6354) 
* support FA4 sm100

* flash attn backend support mask

* flash attn backend run flashmask correct

* add test for flash_attn_backend and flash_attn_func

* check

* add test for fa4

* requirements.txt add fa4 whl

* check test on sm100

* fix CI conflict

* add enable_torch_proxy for flash_mask

* lazy import fa4

* check

* fix tests import

* check test_load_mpt import
 2026-02-05 14:39:00 +08:00
fxyfxy777 36547cfdb3 [Feature] FD_USE_PHI_FP8_QUANT (#6320) 
* add ut

* add use_fd_quant env

* rm mask_per_token_quant

* add make ops list

* USE_FD_FP8_QUANT -> FD_USE_PHI_FP8_QUANT 默认是true

* modify comments

* use bool type

* Add function declaration
 2026-02-03 22:33:03 -08:00
周周周 6225439778 add PADDLE_ENFORCE (#6321) 2026-02-04 10:47:19 +08:00
周周周 8277b95fa6 remove speculate_get_padding_offset op (#6308) 2026-02-03 15:18:12 +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
JYChen 6c685c9474 Revert "[Feature] Support Ernie FP8 on sm100 (#5593)" (#6275) 
This reverts commit eb80724b71.
 2026-01-30 11:22:01 +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
jc 7da5f54fb3 [CI] Add unit test for swap_layout && remove unit test of splitwise_scheduler (#6250) 
* Add unit test for swap_layout

* remove splitwise_scheduler test
 2026-01-28 19:20:20 +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
周周周 aa57864c5b remove unneeded para from flash_mask_attention (#6218) 2026-01-27 14:04:27 +08:00
周周周 0966df78dc [Others] remove stop_nums (#6182) 2026-01-26 12:12:47 +08:00
lizexu123 f4902fe42d [BugFix] fix wint2 (#6109) 
* fix

* fix

* fix
 2026-01-20 21:46:21 +08:00
fxyfxy777 4c92035f2d [Feature] Unify fp8 block_wise quant ops (#5991) 
* quant stash

* blockwise_quant

* precommit

* rm tensor.cut

* tp ok

* add swiglu

* rm outdate code

* fix activate ut

* change baseline

* fix baseline error
 2026-01-15 05:50:37 -08:00
freeliuzc 49617d9832 [Feature]Support tag phase token enforce generation (#6034) 
* support tag phase token enforce generation

* optimize note and some feature

* fix sampler unit test

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2026-01-15 03:59:55 -08:00
freeliuzc 17866c028e add more cases for attention unit test (#5931) 2026-01-15 19:52:35 +08:00
sunxin 2533836dbb [Optimization] Accelerate Qwen3 QK RMSNorm via Fused Triton Kernel (#5880) 
* qk rmsnorm fused

* inplace

* glm

* fix

* add qknorm layer

* fix

* update

* fix qwen3 vl

* update rl baseline

* fix qwen3 vl moe

* test

* fix qwen vl moe rl

* fix
 2026-01-12 05:10:21 -08:00
freeliuzc 9018ccf74e [Speculative Decoding] Fix attn_mask_offset for multi-step MTP in mixed and PD-split modes (#5738) 
* fix attn_mask_offset in mtp with multi-step and pd-split-mode

* fix xpu operater register

* update pmtp multi-step mtp strategy in d-split -mode

* add note

* fix xpu register
 2025-12-25 01:54:59 -08:00
lizexu123 6d323769dd fix w4afp8 (#5634) 2025-12-22 13:39:41 +08:00
Yuanle Liu cdc0004894 Revert "[Feature] add ue8m0 for per_token_quant_fp8 (#5563)" (#5611) 
This reverts commit 73e1d6aa90.
 2025-12-17 13:59:06 +08:00
Yuanle Liu 867803ae10 [BugFix] fix speculate_limit_thinking_content_length (#5590) 
* fix speculate_limit_thinking_content_length

* update
 2025-12-16 04:31:45 -08:00
fxyfxy777 73e1d6aa90 [Feature] add ue8m0 for per_token_quant_fp8 (#5563) 
* ue8m0

* add default arg

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2025-12-16 18:40:12 +08:00
lizexu123 95eab9f9ee [Feature] support stop_token_ids (#5399) 
* support stop_token_ids

* fix

* delete chinese

* support both

* delete print
 2025-12-09 17:49:12 +08:00