1a1d048774
[Feature] Support NVFP4 Flashinfer-cutedsl MoE on SM100 ( #6963 )
2026-03-30 11:37:04 +08:00
a6351dea0b
[BugFix][Optimization] Replace silent failures with catchable exceptions and informative error messages ( #6533 )
...
* init
* init
* fix format
* add
* add files
* add ut
* fix some
* add ut
* add more
* add
* fix pre-commit
* fix pre-commit
* fix cover
* skip long seq
* add
* add
* fix
* remove not need
* fix set attr
* fix comments
* fix comments
* fix failed tests
---------
Co-authored-by: gongweibao <gognweibao@baidu.com >
2026-03-16 21:32:43 +08:00
cffa8c246c
[Others]update paddleformer 1.0.0 ( #6496 )
...
* update paddleformer 1.0.0
* update
2026-03-11 15:06:29 +08:00
8e322f917e
add reconstruct ( #6675 )
2026-03-10 11:25:37 +08:00
cebe6f7dae
clean nvfp4 related code ( #6644 )
2026-03-05 15:48:33 +08:00
83b4b082ab
[BugFix] Fix model loading error for 300B FP8 EP parallel test case ( #6382 )
...
* fix fp8 bug
* fix
* fix comment, cn to en
* fix ci
* del else in utils
* fix review
2026-02-10 11:32:57 +08:00
dc5917289d
[loader]supoort wint2 backend ( #6139 )
...
* support wint2
* update
2026-02-08 22:42:36 -08:00
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
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
bda38aa519
[Speculative Decoding] Support MTP for GLM-4.5-Air ( #6047 )
...
* glm mtp
* add spec neox partial rope
2026-01-16 14:35:24 +08:00
fbcccaa750
[Intel HPU] enable MoE EP for hpu ( #5855 )
...
* enable HPU MoE EP
* MoE intermediate_scale stack
* enable loader_v1 esp for tensor_wise_fp8 TP or EP
* modify activation_scale name
2026-01-15 13:08:00 +08:00
64f910553e
[INTEL_HPU] supported ERNIE-4.5-21B-A3B-Thinking ( #5891 )
...
ERNIE-4.5-21B-A3B-Thinking needs to use DefaultModelLoaderV1 mode
reference command line:
ENABLE_V1_KVCACHE_SCHEDULER=1 FD_ENC_DEC_BLOCK_NUM=8 HPU_PERF_BREAKDOWN_SYNC_MODE=1 \
HPU_WARMUP_BUCKET=0 MAX_PREFILL_NUM=1 FD_ATTENTION_BACKEND=HPU_ATTN \
python -m fastdeploy.entrypoints.openai.api_server --model \
./models--baidu--ERNIE-4.5-21B-A3B-Thinking/snapshots/4341bb42644d5422859509fa25d41544c57181f8/ \
--port 8388 --engine-worker-queue-port 8302 --metrics-port 8301 \
--cache-queue-port 8303 --max-model-len 16384 --tensor-parallel-size 1 \
--load-choices "default_v1" --num-gpu-blocks-override 5000 --kv-cache-ratio 0.5 \
--max-num-seqs 128 --block-size 64 --no-enable-prefix-caching \
--graph-optimization-config '{"use_cudagraph":false}'
Signed-off-by: Luo, Focus <focus.luo@intel.com >
2026-01-07 21:31:53 +08:00
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
f0bbdce849
[Loader]Fix bug in MTP weight loading ( #5744 )
...
* fix torch mtp
* fix
* update
2025-12-25 11:32:17 +08:00
6c36a17369
[Others]Prevent core dumps during Paddle version check ( #5657 )
2025-12-22 21:57:45 -08:00
4aa2c6871b
[RL]Support loading weights via the load_weights function for RL ( #5549 )
...
* RL support load_weights
* fix
2025-12-18 02:27:05 -08:00
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
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
a82f25ea7b
[RL]Resolve shape mismatch problems in RL-related modules ( #5032 )
...
* RL fix
* update
2025-11-19 11:12:48 +08:00
9d9f5df8d0
[Metax] support default_v1 loader & thinking model ( #4956 )
...
Co-authored-by: plusNew001 <95567040+plusNew001@users.noreply.github.com >
2025-11-12 16:32:26 +08:00
6e2e2fcd29
xpu ( #4969 )
2025-11-12 15:12:59 +08:00
b09ebb2813
refactor pt loading ( #4532 )
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2025-11-11 21:30:39 +08:00
3707af7a4f
[Iluvatar] add vl into ci and support v1 loader ( #4774 )
2025-11-11 10:50:17 +08:00
62dfad4a5f
[PD Disaggregation] Support Qwen3-MoE use PD + EP inference. ( #4691 )
...
support Qwen-MoE PD/EP
2025-11-06 10:32:15 +08:00
377f3bf5f2
[XPU] add v1 support for bf16 ( #4744 )
...
* support v1 loader
* update code style
* update code
2025-11-03 14:13:17 +08:00
acd331780c
[V1 loader] Qwen25 VL support v1 loader and torch style safetensors load ( #4388 )
...
* [BugFix] qwen2.5vl enable_thinking=true and image_patch_id bug fix
* [Docs]offine infer add apply_chat_template add_generation_prompt parameter
* [Model]qwen2.5VL support --use-cudagraph
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v2
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v3
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v4
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v5
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v6
* [Model]qwen2.5VL support --use-cudagraph buffer and qwenvl test v7
* qwen25vl v1 loader
* qwen25vl v1 loader v2
* qwen25vl v1 loader v3
* qwen25vl v1 loader fix tp2 weight PySafeSlice
* qwen25vl v1 loader no test
* qwen25vl v1 loader add unit test
* qwen25vl v1 loader add unit test v2
* qwen25vl v1 loader add torch unit test v3
* qwen25vl v1 loader add torch unit test v4
* qwen25vl v1 loader add torch unit test v5
* qwen25vl v1 loader add torch unit test v6
2025-10-27 10:54:15 +08:00
e4e3cede7f
[Feature] Support Paddle-OCR ( #4396 )
...
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* init
* update code
* fix code style & disable thinking
* adapt for common_engine.update_mm_requests_chunk_size
* use 3d rope
* use flash_attn_unpadded
* opt siglip
* update to be compatible with the latest codebase
* fix typo
* optim OCR performance
* fix bug
* fix bug
* fix bug
* fix bug
* normlize name
* modify xpu rope
* revert logger
* fix bug
* fix bug
* fix bug
* support default_v1
* optim performance
* fix bug
---------
Co-authored-by: root <root@szzj-acg-tge1-fdda9.szzj.baidu.com >
Co-authored-by: zhangyue66 <zhangyue66@baidu.com >
2025-10-24 23:34:30 +08:00
de2eaf4f81
add qwen-2.5-7B-PRM/ernie-rm ( #4319 )
2025-10-20 15:31:03 +08:00
63ef593450
check paddle version for v1 loader ( #4473 )
2025-10-17 17:25:03 +08:00
c234b995ab
[Feature] support pooling model dummy_run ( #4345 )
...
* support qwen3-embedding
* fix ci bug
* support pooling dummy_run
* fix
* delete print
* parallel_config.max_model_len
* delete is_pooling_model in dummy_run
* fix
* fd_model
* fix embedding load
* fix
* fix post_process
2025-10-17 13:30:55 +08:00
bcaa98ff9c
V1 loader default ( #4251 )
...
* v1 laoder
* update
* update
2025-10-15 16:49:17 +08:00
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
113e330030
fix bf16 and add comments ( #4106 )
2025-09-15 17:23:07 +08:00
29ed617f0f
[v1 loader]qwen Offline fp8 ( #4036 )
...
* support offline fp8
* update ut
* update ut
* update ut
* fix
* update
* update
2025-09-15 13:44:11 +08:00
e52ce1c4b1
cache feature ( #3857 )
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2025-09-07 18:52:46 +08:00
b6a4115369
[v1loader]Reduce EB300B model loading time ( #3700 )
...
* speed up eb45
* update
2025-09-02 19:13:57 +08:00
ce9c0917c5
[Precision] Support lm_head layer running in float32 ( #3597 )
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* support lm_head fp32 bf16 fp16
* support lm_head fp32 bf16 fp16
* add doc and check code
* lm_head_fp32 specify lm_head as fp32
* code check
* check doc
2025-08-27 11:34:53 +08:00
c43a4bec00
[Features] support hugging face qwen3 dense and qwen2 model ( #3574 )
...
* support qwen2 and qwen3 hugging face
* fix moe
* defualt_v1 loader
* hugging_face_format deprecated
* modify hugging_face_foramt to model_format
* model_format auto
* fix environemt
* fix bug
* fix qwen3-0.6 bug
* model_format is str
* fix
2025-08-26 10:54:53 +08:00
77514e3e1e
[V1 Loader] support weight_only ( #3413 )
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* support wint4/wint8
* delete smoe case
* update ci
* print log
2025-08-23 13:13:41 +08:00
mpgemm