Commit Graph

163 Commits

Author SHA1 Message Date
freeliuzc
6eada4929d [Speculative Decoding]Support multi-step mtp with cudagraph (#5624)
* support multi-step mtp with cudagraph

* fix usage

* fix unit test
2025-12-22 11:34:04 +08:00
Yonghua Li
4f830aa505 [RL] provide options for whether shutdown comm group after weights cleared (#5663)
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* [rl] provide options for whether shutdown comm group after weights cleared

* [fix] fix args hardcode

* [fix] change args type

* [fix] add worker process args
2025-12-19 07:06:48 -08:00
yzwu
ac013803f3 [Iluvatar] Support V1_KVCACHE_SCHEDULER and paddleocr-vl rope mode (#5555) 2025-12-18 02:14:25 -08:00
freeliuzc
15f5112ecb [Speculative Decoding]Support different inferseed in speculate decoding (#5568)
* fix mtp entropy drop in RL

* optimize usage and fix unit test

* optimize padding_sampling_params speed(vectorized)

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
2025-12-17 16:14:29 +08:00
Yonghua Li
0c8c6369ed [Feature] [PD Disaggregation] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports (#5415)
* [feat] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports

* [fix] fix some bugs

* [fix] fix rdma port for cache manager/messager

* [fix] temporarily cancel port availability check to see if it can pass ci test

* [feat] simplify args for multi api server

* [fix] fix dp

* [fix] fix port for xpu

* [fix] add tests for ports post processing & fix ci

* [test] fix test_multi_api_server

* [fix] fix rdma_comm_ports args for multi_api_server

* [fix] fix test_common_engine

* [fix] fix test_cache_transfer_manager

* [chore] automatically setting FD_ENABLE_MULTI_API_SERVER

* [fix] avoid api server from creating engine_args twice

* [fix] fix test_run_batch

* [fix] fix test_metrics

* [fix] fix splitwise connector init

* [test] add test_rdma_transfer and test_expert_service

* [fix] fix code syntax

* [fix] fix test_rdma_transfer and build wheel with rdma script
2025-12-17 15:50:42 +08:00
周周周
e29b005520 [Others] Clean code && remove GPU sync code (#5548)
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2025-12-16 21:09:37 +08:00
kevin
7140939c51 [BugFix] fix video bug (#5557)
* fix video bug

* add eb5 moe model
2025-12-16 20:06:50 +08:00
RAM
6fc5eccf83 [RL] R3 Support RDMA Store (#5467)
* [RL] R3 support rdma store

* refine notes

* refine code

* disable prefix cache

* support preempted task and put cpu tensor
2025-12-16 16:50:13 +08:00
Jiang-Jia-Jun
9058cc712d Update gpu_model_runner.py 2025-12-16 11:12:07 +08:00
Jiang-Jia-Jun
075bd71272 Remove GPUMemoryChecker initialization
Removed memory checker initialization from GPU model runner.
2025-12-16 11:09:27 +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
chen
747b16e021 [BugFix] Fix MTP no logprobs when enable_logprob (#5499) 2025-12-11 19:57:22 +08:00
Ryan
e58fed3665 [Graph Optimization][BugFix][CI] Fix 0size bug && add unitest (#5495) 2025-12-11 16:25:26 +08:00
chen
6289cbc434 [BugFix] fix hung when n>1 and --enable-logprob (#5492) 2025-12-11 10:46:27 +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
lizexu123
b0cf2c4b7a [Feature] Support prefill batch inference for pooling models. (#5436)
* fix multi-inputs

* fix threshold

* fix threshold

* fix

* support multi-batch

* add tests

* fix test

* test

* fix
2025-12-09 16:21:00 +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
chen
76649b45c1 [Optimization] compulte real max_logprobs in batch (#5430) 2025-12-09 14:15:05 +08:00
Daci
2f208db4e9 [Feature] Multimodal Model P / D Separation (#5323)
* RouterArgs port str -> int

* fix race condition [is_fetching] causing multiple fetch requests

* bugfix: Delete duplicate input_ids tensor creation

* mm pd splitwise json -> pickle5; multimodal_inputs only pos id;
debuglog f to %s

* fix ENABLE_V1_KVCACHE_SCHEDULER=0 mm model lack pos_id, ...

* update cr

* Apply suggestions from code review

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* pre-commit fix

* rm multimodal_inputs deepcopy & fix rdma_cache_transfer.py tpsize=0

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-09 10:47:42 +08:00
周周周
438c9f785a [BugFix] 0 not into cuda graph to save memory (#5426)
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2025-12-08 16:47:44 +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
周周周
94c57e4175 [BugFix]remove _execute_empty_input (#5396) 2025-12-05 20:19:01 +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
Ayakouji
a8f8791668 [Optimization] Qwen2.5-VL support multi-batch prefill (#5269)
* update

* fix

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

* fix dict access

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
2025-12-05 18:22:39 +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
946025480e [Bug fix] fix pooling models (#5358)
* fix

* fix

* fix test

* fix gpu_model_runner

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
2025-12-04 11:06:30 +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
Longzhi Wang
add524d80c [Feature] support chunked moe (#4575)
* [Feature] support chunked moe

* update

* update

* fix and add test

* update

* fix conflict and modity test

* fix fused_moe

* fix fused_moe

* fix docstring

* fix

* fix typo

* fix test

* fix

* fix

* fix test

* fix test
2025-12-01 15:17:18 +08:00
周周周
73886204d4 [Others] clean code (#5235) 2025-11-28 15:40:49 +08:00
GoldPancake
cfc5b0ccf9 [BugFix] fix mtp logprob bugs in chunk prefill (#5244)
* fix mtp logprob bugs in chunk prefill

* fix

* fix
2025-11-27 11:31:29 +08:00
Daci
f25ee3a26f [Feature] enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1 (#5140)
* enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1

* Apply suggestions from code review

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

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-26 10:22:35 +08:00
kevin
c068a4f642 [Feature] dyc8 support prefixcache (#5125)
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* dyc8 support prefixcache

* fix cache_trans test case

* update code
2025-11-21 19:46:26 +08:00
Yonghua Li
43097a512a [BugFix] [PD Disaggregation] fix v1 scheduler prefill node profile run & ipc transfer protocol (#5132)
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* [fix] fix v1 scheduler profile run for append attention in prefill node

* [fix] skip send_signal if kv signal not inited for gpu and xpu

* [fix] extend fix to flash_attn & mla_attn

* [fix] fix v1 pd run in ipc transfer protocol

* [ci] add test for v1 pd profile run using ipc transfer protocol

* [style] fix code style check

* [style] fix code style again

* [fix] fix profile run

* [update] remove --num-gpu-blocks-override in example script

* [chore] rename forward_meta is_profiling to is_dummy_or_profile_run
2025-11-20 21:39:22 +08:00
K11OntheBoat
4a7739ec0b Fix dummy run when use PD Disaggregation with EP inference. (#5112)
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Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
2025-11-18 21:09:30 +08:00
Daci
5fc12eddfe [Optimization] xgrammar async compile, multi thread, speed up (#4835)
* xgrammar async compile, multi thread, speed up

* fix test_sampler.py & pre-commit err

* add redis version check && fix request.llm_engine_recv_req_timestamp

* xgrammar prefill & decode & v0

* fix test_gpu_prompt_logprobs.py

* add test_guided_decoding.py

* Update fastdeploy/scheduler/splitwise_scheduler.py

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

* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py

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

* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py

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

* Apply suggestions from code review

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

* fix torch xgrammar unittest env

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-11-14 18:05:26 +08:00
周周周
51b1f13547 [Executor]move batch_id_per_token (#4853) 2025-11-14 15:38:48 +08:00
ltd0924
5bf48de999 [KVCache] support unified cache backend (#4903)
* [Feature] support unified cache backend

* fix

* fix

* fix

* fix

* Update metax_model_runner.py

* fix

* update

* Update test_moba_attention_backend.py

---------

Co-authored-by: ltd0924 <luotingdan@baidu.com>
2025-11-12 14:54:52 +08:00
周周周
da6b4c10e5 [ATTENTION] make buffer alloc as a function (#4945) 2025-11-11 19:17:08 +08:00
K11OntheBoat
76be598129 replace paddle.max by numpy to avoid useless error log (#4893)
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
2025-11-11 16:28:05 +08:00
SunLei
3098aee05f [Perf] Support tensor transmission between work and engine with zero-copy to improve efficiency (#4839)
* feat(zmq): support tensor transmission with zero-copy for improved efficiency

* perf: zmq.send disable copy

* zmq recv data for debug

* convert logprobs tensor to cpu
2025-11-11 15:43:11 +08:00
chenjian
78895e2c7d [Bug Fix] fix bug for PD EP (#4823)
* fix bug for PD EP

* fix

* optimize perf for engine worker queue

* fix bug

* fix internode ll two stage

* fix for ci

* fix bug
2025-11-10 15:33:29 +08:00
chen
80aedb82ce [BugFix] max_lgprobes=-1 maps to ori_vocab_size (#4884)
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* -1 ori_vobal_size

* check

* check

* check

* revert config.py
2025-11-07 22:15:40 +08:00
周周周
69fa741763 remove seq_lens_this_time (#4821) 2025-11-06 11:06:28 +08:00
K11OntheBoat
62dfad4a5f [PD Disaggregation] Support Qwen3-MoE use PD + EP inference. (#4691)
support Qwen-MoE PD/EP
2025-11-06 10:32:15 +08:00
周周周
876e4a8935 remove input_ids from ForwardMeta (#4793)
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2025-11-05 11:55:51 +08:00
chen
1c3ca48128 [Feature][Executor] GPU Model Runner Supports prompt_logprobs and max_logprobs (#4769) 2025-11-05 10:43:25 +08:00
freeliuzc
11398790d3 [Speculative Decoding][MTP]Support attn mask offset (#4641)
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* [MTP]Merge support attn (#4591)

* support mask_offset in speculate decoding

* fix dummpy run output

* add unit test

* fix unit test import

* support attn_mask_offset in mtp mode

* add update_attn_mask op

* fix unit test && fix code-style
2025-11-03 10:08:01 +08:00
lizexu123
4ac6de9a3c [Feature] support pooling model runner (#4590)
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* support qwen3-embedding

* support qwen3-embedding-0.6b

* fix

* fix bug

* fix test_return_token_ids.py and update enable_thinking

* fix mtp dummy_run

* merge develop

* fix np.float32

* delete FD_DISABLE_CHUNKED_PREFILL and FD_USE_GET_SAVE_OUTPUT_V1

* delete and build_stream_transfer_data

* fix test_update_v1:

* fix

* fix

* update dummy_run post_process

* delete test_update_v1

* fix

* fix dummy_run

* fix model_path

* fix model_path

* fix dummy_run
2025-10-31 22:32:05 +08:00