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219 Commits

Author SHA1 Message Date
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
xiaoxiaohehe001 00a01ae024 [Feature] Support redundant expert for eplb (#5918) 
* [BugFix] support redundant expert for eplb

* support redundant expert for eplb

* support redundant expert for eplb

* update

* fix ci eplb
 2026-01-09 17:13:24 +08:00
CSWYF3634076 e6cdea4492 [Models] Qwen3VL and Qwen3VL-Moe CUDA graph Support (#5962) 
* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support

* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support v2

* [Models] add Qwen3VL and Qwen3VL-Moe CUDA graph support v3
 2026-01-09 17:09:02 +08:00
Yuanle Liu d4a386dfc4 Revert "Revert "[TSP] last_norm allgather move to model.py (#5924)" (#5961)" (#5972) 
This reverts commit 8c3513a410.
 2026-01-09 15:58:22 +08:00
Yuanle Liu 8c3513a410 Revert "[TSP] last_norm allgather move to model.py (#5924)" (#5961) 
This reverts commit 2bb838fed9.
 2026-01-09 15:20:40 +08:00
xiaoluomi 2bb838fed9 [TSP] last_norm allgather move to model.py (#5924) 
* support_lastnorm_gather_split_dev

* support_lastnorm_gather_split_dev1

* support_lastnorm_gather_split_dev3

* support_lastnorm_gather_split_dev4

* support_lastnorm_gather_split_dev5
 2026-01-07 23:36:33 -08:00
CSWYF3634076 d8fcb7c07d [Models] Add Qwen3-VL Moe Model Support (#5913) 
* [Model] add Qwen3vl moe model support

* [Model] add Qwen3vl moe model support remove log

* [Model] add Qwen3vl moe model support unittest
 2026-01-08 11:36:42 +08:00
周周周 83ae59431e [BugFix] fix BatchMLAWithPagedKVCacheKernel O_tmp (#5895) 2026-01-06 15:39:06 +08:00
lizexu123 44a13e4557 [Feature] support w4afp8 v1_loader and v0_loader(tp>1) (#5757) 
* support

* fix

* support w4afp8 v1_loader and v0_loader

* fix

* fix test

* fix test

* fix test

* fix moe.py

* add test_ernie_4_5_w4afp8

* add test

* delete tensor

* fix test

* fix

* add

* fix test
 2025-12-30 14:11:52 +08:00
CSWYF3634076 9286403570 [Models] Add Qwen3-VL Model Support (#5763) 
* support v1 loader

* remove useless code

* remove useless

* [Model] support Qwen3VL images success

* [Model] support Qwen3VL rope_3d

* [Model] support Qwen3VL remove log

* [Model] support Qwen3VL RL

* [Model] support Qwen3VL tp

* [Model] support Qwen3VL video

* [Model] support Qwen3VL fix ernievl

* [Model] support Qwen3VL fix get_image_boundaries.cc array out of bounds

* [Model] support Qwen3VL fix multi card

* [Model] support Qwen3VL file close

* [Model] support Qwen3VL fix ce

* [Model] support Qwen3VL fix unittest

* [Model] support Qwen3VL add unittest

---------

Co-authored-by: Ayakouji <yuhongh@qq.com>
 2025-12-29 17:39:33 +08:00
Nyakku Shigure da9ea88a3b [BugFix] Correct condition for reversed_window_indices in SiglipEncoder (#5795) 2025-12-26 19:16:07 +08:00
bukejiyu f0bbdce849 [Loader]Fix bug in MTP weight loading (#5744) 
* fix torch mtp

* fix

* update
 2025-12-25 11:32:17 +08:00
bukejiyu ba4b7afb3a [Others] Rename tensor_parallel_degree to tensor_model_parallel_size for paddleformers 0.4.1 (#5727) 2025-12-23 23:19:11 -08:00
bukejiyu d1c6e57341 [Others] upgrade paddleformer to 0.4.0 (#5599) 2025-12-23 05:08:01 -08:00
yzwu ac013803f3 [Iluvatar] Support V1_KVCACHE_SCHEDULER and paddleocr-vl rope mode (#5555) 2025-12-18 02:14:25 -08:00
fmiao2372 404cf0ece4 [Intel HPU] enable tensor_wise_fp8 (#5324) 
* [Intel HPU] enable tensor_wise_fp8

* update code based on comments

* fix code style issue

* fix bug about RP 5138

* mv kv_cache modifications to HPU backend

* fix FP8 Precision Issues

* fix FP8 Precision Issues

* Add quantization UT

---------

Co-authored-by: yanfeich <yanfei.cheng@intel.com>
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2025-12-17 16:45:03 +08:00
Ryan 4eb55332f6 [Models] Add forward_meta to VocabParallelEmbedding of all models (#5524) 2025-12-12 14:11:31 +08:00
kevin 954a145d57 [Optimization] support mm prefill batch (#5313)
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* support mm prefill batch

* update code

* update code

* update code

* update code

* fix encoder cache bug

* update code

* update code

* fix bug

* fix paddle ocr bug

* fix xpu bug

* update code
 2025-12-11 22:21:14 +08:00
Ryan e58fed3665 [Graph Optimization][BugFix][CI] Fix 0size bug && add unitest (#5495) 2025-12-11 16:25:26 +08:00
Haonan Luo e397c4fba6 [Others] remove add_bias option (#5425) 2025-12-09 17:39:35 +08:00
Nyakku Shigure e1c4a12e34 [Graph Optimization][CINN] Use CINN in PaddleOCR-VL ViT part (#5223) 
---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2025-12-09 14:37:00 +08:00
xiaozude c06a6234b9 [Metax] optimize mla attention (#5258) 2025-12-09 11:18:19 +08:00
Nyakku Shigure 0c66163dfd [Loader][BugFix] Fix some parameters place on CPU in PaddleOCR-VL (#5413) 
* [BugFix] Fix some parameter place on CPU in PaddleOCR-VL

* clean log

* fix codestyle
 2025-12-08 10:01:00 +08:00
RAM b2908b8e82 [New][RL] Support Rollout Routing Replay (#5405) 
* [RL] Support Rollout Routing Replay

* add routing indices cache

* fix config bug and moe forward bug

* R3 Support GLM

* support eb4.5

* fix merge bug

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* add routing replay ci

* support glm topk

* support orther top_k

* fix ci bug

* pre-commit

* only support chatcmpl

* Revert "Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402)"

This reverts commit c45e064f3d.

* Fix XPU and NPU bug

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>
 2025-12-05 22:06:26 +08:00
Jiang-Jia-Jun c45e064f3d Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402) 
This reverts commit 96d2d4877b.
 2025-12-05 20:19:39 +08:00
RAM 96d2d4877b [RL] Support Rollout Routing Replay (#5321) 
* [RL] Support Rollout Routing Replay

* add routing indices cache

* fix config bug and moe forward bug

* R3 Support GLM

* support eb4.5

* fix merge bug

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* Apply suggestion from @Copilot

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

* add routing replay ci

* support glm topk

* support orther top_k

* fix ci bug

* pre-commit

* only support chatcmpl

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>
 2025-12-05 20:01:33 +08:00
Longzhi Wang 5cd17fd662 [Models] Add forward_meta to moe models' forward function (#5138) 
* [Models] Add forward_meta to moe models' forward function

* fix missing param

* fix

* fix

* fix forward_meta

* fix test and remove chunked MoE releated in config

* fix test

* fix

* fix
 2025-12-04 13:26:58 +08:00
lizexu123 c563eca791 [Feature] support reward model (#5301) 
* Your commit message here

* add test

* update develop

* support reward

* support enable_chunk_prefill

* support bingfa

* support convert is reward

* update test

* delete print

* fix enable_thinking

* add document

* fix place

* fix test

* fix

* support enable_prefix_caching

* add no-enable_prefix-caching test

* fix

* support enable_prefix_caching

* delete print

* fix document

* fix

* fix test

* fix document and delete chinese

* udpate

* enable_thinking

* fix test
 2025-12-02 14:55:31 +08:00
K11OntheBoat 2e1680838f [PD Disaggregation] Support PD deployment of DeepSeekv3. (#5251) 
* Support deepseekv3 cache transfer for PD deploy

* clean some log info

---------

Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
 2025-12-02 14:11:50 +08:00
chen aa35ce449d [Optimization] EP empty_input_forward Remove Communication (#5254) 2025-12-01 21:10:40 +08:00
bukejiyu 1539fd6056 [BugFix]Set default OMP_NUM_THREADS=3 and fix extra GPU memory usage in DeepSeek (#5219) 
* fix bug

* update

* update

* update

* fix copy

* update
 2025-11-28 14:22:04 +08:00
chen 35f85baf09 [BugFix]fix v1 loader lm head fp32 (#5270) 2025-11-27 20:12:56 +08:00
Yuanle Liu cb56d46694 [Optimization] Refine row parallel bias and nranks and moe all_reduce (#5247)
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* rename nranks to tp_size and fix bias in v1 loader

* fix

* update
 2025-11-26 05:09:09 -08:00
chen 209970836e [BugFix] BF16 MoE Cutlass Backend Support EP (#5242) 2025-11-26 19:16:22 +08:00
kevin 8e4e3ff510 [Feature] support eplb in api_server (#4782) 
* support eplb in api_server

* update code

* add eplb test case

* update eplb

* support tp+dp eplb

* update test cese

* update code

* update code

* fix bug

* update copilot review

* update test case name
 2025-11-24 20:22:29 +08:00
xiaoxiaohehe001 e150a418d4 support moe offline quant (#5142) 2025-11-24 18:59:18 +08:00
xiaoxiaohehe001 6ca2651995 [Feature] Support noaux for eplb (#5143) 
* support noaux eplb

* noaux_eplb

* noaux_eplb

* noaux_eplb
 2025-11-21 14:10:32 +08:00
Yuanle Liu 7ac25935c7 [Optimization] default compile rdma, reduce cudagraph buffer size in mm, fix some config bug (#5121) 
* default compile rdma, reduce cudagraph buffer size in mm, fix some config logic

* update

* update

* fix bug

* enhance rdma compile

* fix
 2025-11-20 17:19:47 +08:00
bukejiyu a82f25ea7b [RL]Resolve shape mismatch problems in RL-related modules (#5032) 
* RL fix

* update
 2025-11-19 11:12:48 +08:00
周周周 51b1f13547 [Executor]move batch_id_per_token (#4853) 2025-11-14 15:38:48 +08:00
xiaozude c45b3ccb52 [Metax] optimize flash mla (#4915) 2025-11-12 16:43:46 +08:00
bukejiyu b09ebb2813 refactor pt loading (#4532)
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2025-11-11 21:30:39 +08:00
Ryan 07a82afcae add tie_word_embeddings for lmhead (#4916) 2025-11-11 10:46:35 +08:00
Yuanle Liu 3dc0ffa46d [TSP] Support qwen3 moe tsp + cudagraph (#4871)
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* support qwen3_moe tsp mode

* fix

* fix

* update

* update

* update

* fix

* support external_rmsnorm

* update

* fix
 2025-11-10 23:37:51 +08:00
Neil Zhu 6de1ce3b25 [Metax] support ERNIE-4.5-VL-28B (#4820)
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2025-11-07 04:55:49 -08:00
ming1753 cba185f1fe [Feature] Optim PaddleOCR-VL (#4873) 
* [Feature] Optim PaddleOCR-VL

* fix bug
 2025-11-07 14:56:44 +08:00
Haonan Luo 79e6bf4bdc [Others] Delete PaddleOCR Useless Function (#4815) 
* fix paddleocr prefix cache bug

* add test for paddleocr_vl

* disable prefix-caching in ocr

* add test for paddleocr_vl

* Fix top_p for rejection sampling

* delete useless func for paddleocr

---------

Co-authored-by: ming1753 <ideaminghp@163.com>
Co-authored-by: ming1753 <61511741+ming1753@users.noreply.github.com>
 2025-11-07 11:14:41 +08:00
YuBaoku fa28745f19 [CI] Update ERNIE-4.5-VL baseline to adapt to MoE changes (#4867)
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2025-11-06 22:02:10 +08:00
Jiang-Jia-Jun 6b68c58e8d Revert "[Bug Fix] fix ernie4_5_vl_moe (#4843)" (#4863)
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This reverts commit 6460d4df27.
 2025-11-06 19:18:29 +08:00
LokeZhou 6460d4df27 [Bug Fix] fix ernie4_5_vl_moe (#4843) 
* fix ernie4_5_vl_moe

* fix vl moe meta
 2025-11-06 19:16:33 +08:00