cmcamdy
9f4977eb74
[xpu] support mtp for xpu(mix) ( #5274 )
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* [XPU] support kernel for mtp(base)
* [XPU] support kernel for mtp(base)
* format
* format
* format
* fix gather next token
* fix step && add test
* fix
* mv pre/post process
* add adjust batch / gather next token for mtp
* fix code style
* fix mtp kenrel name
* fix mtp kernel test
* mv xpu pre/post process
* mv xpu pre/post process
* [xpu] support mtp
* fix code style
2025-12-01 11:03:14 +08:00
GoldPancake
cfc5b0ccf9
[BugFix] fix mtp logprob bugs in chunk prefill ( #5244 )
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* fix mtp logprob bugs in chunk prefill
* fix
* fix
2025-11-27 11:31:29 +08:00
freeliuzc
ba915e03e1
[BugFix]Fix attention mask bug in D-Node of PD-split mode ( #5245 )
2025-11-26 17:56:28 +08:00
freeliuzc
214942e1ae
fix kernel output extract ( #5208 )
2025-11-26 16:48:42 +08:00
freeliuzc
5c8c2d47eb
[Speculative Decoding][MTP]Update extract_mtp_weight script and optimize config ( #5183 )
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* update extract_mtp_model
* modify config usage
2025-11-25 14:09:03 +08:00
freeliuzc
2d1dade5e2
[Speculative Decoding][MTP] Support static CacheKV C8 quantization and optimize memory usage ( #5155 )
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* support static cachekv c8 quantization in mtp mode
* optimize memory allocation
2025-11-21 15:10:13 +08:00
ltd0924
5bf48de999
[KVCache] support unified cache backend ( #4903 )
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* [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
K11OntheBoat
76be598129
replace paddle.max by numpy to avoid useless error log ( #4893 )
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Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-11-11 16:28:05 +08:00
周周周
876e4a8935
remove input_ids from ForwardMeta ( #4793 )
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2025-11-05 11:55:51 +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
freeliuzc
f44f4bafd1
support mtp in splitewise and scheduler_v1 mode ( #4743 )
2025-11-03 10:07:15 +08:00
GoldPancake
1f3ce65b58
[Feature] support mtp distribution equivalence verification ( #4699 )
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2025-10-31 11:45:04 +08:00
RAM
cd3b7cc392
[Graph Optimization] Add the CUDAGraph usage switch for Draft Model ( #4601 )
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* add draft model using cudagraph switch
* set default as false
* capture draft model in ci
* fix bug
2025-10-30 11:44:50 +08:00
freeliuzc
c63361fd1d
[Speculative Decoding][MTP]Support mtp in epdptp mode ( #4614 )
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* support mtp many features
* support mtp reshard in rl mode
* fix function
* support mtp ep
* support mtp in hybird-dp-tp mode
* default open scheduler_v1 in mtp
2025-10-28 16:02:47 +08:00
GoldPancake
47595a2480
[Feature] support mtp logprob ( #4464 )
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* support mtp logprob
* fix unitest
2025-10-20 15:18:12 +08:00
RAM
528c55776e
[Graph Optimization][Speculative Decoding] Fix the bug of CUDAGraph + MTP + EP ( #4456 )
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* Fix MTP dummy run bug
* Target Model and Draft Model using the same flag
* In mtp replace use_cudagraph as step_use_cudagraph
2025-10-20 10:38:55 +08:00
YuanRisheng
0355235fb9
[FDConfig]Remove total_block_num/dtype/block_size/enc_dec_block_num in ParallelConfig ( #4400 )
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* delete some attr in parallel config
* delete comment
---------
Co-authored-by: root <root@yqlcc01-sys-rpm12rzmwjd.yqlcc01.baidu.com >
2025-10-16 20:00:37 +08:00
Sunny-bot1
a751d977bc
[Optimization] Fuse get_max_len and get_kv_max_len ( #4369 )
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* opt split_q_block
* fuse max_lens and max kv_len
2025-10-13 20:35:00 +08:00
YuanRisheng
a2ec2c4152
[FDConfig]Remove max_model_len in FDConfig ( #4350 )
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* modify max_model_len
* fix unittest
* fix unittest
---------
Co-authored-by: root <root@yqlcc01-sys-rpm12rzmwjd.yqlcc01.baidu.com >
2025-10-11 14:04:17 +08:00
RAM
aa27b03bc0
[Executor]CUDAGraph support Speculate Decode ( #3769 )
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* success run ngram
* Revert "[Code Simplification] remove cum_offsets (#3410 )"
This reverts commit 32b39620bc8351e83993834639a7ff2694294196@qq.com >
Co-authored-by: littledgg <1658565283@qq.com >
Co-authored-by: zeroRains <linjunlu@zerorains.top >
Co-authored-by: gongshaotian <gstain5555@outlook.com >
2025-10-09 21:18:29 +08:00
YuanRisheng
24180fba0a
[FDConfig]Remove splitwise_role and engine_worker_queue_port in FDConfig ( #4147 )
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* remove splitwise_role and engine_worker_queue_port
* fix xpu
* fix xpu
* fix xpu
* fix unittest
* resolve conflct
2025-09-19 17:01:52 +08:00
YuanRisheng
2e9e53ff7e
[FDConfig]Remove max_num_batched_tokens/max_num_seqs in parallel config ( #4116 )
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* remove max_num_batched_tokens in parallel config
* remove max_num_seqs
* update test case
* fix test
* fix
---------
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-09-17 10:43:35 +08:00
freeliuzc
46911f903d
[MTP]update hybrid-mtp-with-ngram ( #4047 )
2025-09-15 17:13:31 +08:00
AIbin
a7392a0ff9
【Inference Optimize】DeepSeek-V3-model MLA Optimize ( #3886 )
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* support MLA chunk_size auto search & cuda_graph
2025-09-11 10:46:09 +08:00
Yuanle Liu
c3b2a60fb8
[BugFix] Fix the abnormal memory usage caused by shape errors in the triton moe backend ( #4026 )
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* fix device_id to in
* fix triton_moe bug
2025-09-09 20:05:54 -07:00
Jundong Liu
3d0aaa5923
[Excutor] Experiment Feature-Support Prefill in cudagraph ( #3459 )
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* Support prefill in Cudagraph
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.1
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.2
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.3
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.4
* Refactor GetBlockShapeAndSplitKVBlock Kernel V2.5
* Solve problem about encoder_num_blocks_x_cpu
* Add early-exit mechanism for attention kernel
* fix test case about append-attention
* Update testcode, Add annotations to related tensors
* move get_input_length_list
* solve test_code
* Add annotations about early-exit for attention kernel
* Add annotations about early-exit for attention kernel2
* solve comment
* solve mtp
---------
Co-authored-by: RAM <gstian5555@outlook.com >
2025-09-08 13:12:24 +08:00
freeliuzc
88d44a2c93
support mtp in v1_scheduler mode ( #3695 )
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2025-09-04 17:39:59 +08:00
co63oc
d6369b4d51
fix typos ( #3684 )
2025-09-01 17:50:17 +08:00
lzy
48d760539b
fix deepcopy(tp_group) in spec ( #3648 )
2025-08-29 16:08:21 +08:00
freeliuzc
52eda7fdb3
[Feature][MTP]support new speculative decoding method named hybrid mtp with ngram ( #3610 )
2025-08-26 14:29:22 +08:00
lizexu123
32b39620bc
[Code Simplification] remove cum_offsets ( #3410 )
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2025-08-18 20:21:25 +08:00
freeliuzc
a12d0bc549
[Feature][MTP]update multi-draft-token strategy ( #3369 )
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* update multi-draft-token strategy
* fix format
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-08-18 13:59:56 +08:00
lizexu123
b01cfd6007
[BugFix] support real batch_size ( #3109 )
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* support real bsz
* fix
* fix xpu_model_runner.py,gpu_model_runner.py,gcu_model_runner.py,iluvatar_model_runner.py
* add event_loop_ep
* fix
* Add comments
* fix
* support mtp real_batch_size
* fix
* self.tmp_seq_lens_this_time->self.seq_lens_this_time_buffer
* fix
* fix VL real_seq_lens_this_time
* fix
* fix mtp
* fix
* fix mtp
* fix xpu
* fix
2025-08-05 16:33:54 +08:00
RAM
d850660872
[Executor] Refactor GetBlockShapeAndSplitKVBlock Kernel ( #2989 )
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* reset decoder_block_shape_q buffer
* refactor GetBlockShapeAndSplitKVBlock Kernel and cudagraph padding batch
* update decode_max_tile_size
* fix pre-commit
* update block_multihead_attn_backend
* update flas attn backend
* update MLA Attention
* update XPU Attention
* update gcu,iluvatar model runner
* Update MTP
* fix MTP bug
2025-07-31 00:09:31 +08:00
bukejiyu
db698bda01
qwen loader ( #3057 )
2025-07-30 19:09:38 +08:00
YuanRisheng
502ee92a0a
Unify server-side and model-side Config (Part3) ( #3047 )
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* merge model config
* fix arch
* fix rl
2025-07-29 17:07:44 +08:00
YuanRisheng
1a815b7a2a
Fix Speculative Config bug ( #3049 )
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* fix speculative bug
* fix rl
2025-07-29 10:50:48 +08:00
chen
01485cd28b
MTP rejection_topp add topk input ( #3031 )
2025-07-28 13:58:45 +08:00
YuanRisheng
6ccc10ad47
Unify server-side and model-side Config (Part1) ( #3018 )
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* move cache config
* fix mtp
2025-07-28 10:51:52 +08:00
lizhenyun01
29c3292f02
support c4 attn && fix cache
2025-07-24 12:00:52 +08:00
freeliuzc
a39a67334c
fix mtp bug in pd-split mode ( #2970 )
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2025-07-23 15:31:16 +08:00
lizexu123
9b22b8d2c3
delete max-len ( #2959 )
2025-07-23 15:11:39 +08:00
GoldPancake
9b84d51e25
[MTP Fix] Fix code and register cpp operators ( #2965 )
2025-07-22 19:36:24 +08:00
GoldPancake
dc67c10a7e
[Feature][MTP]Support multi-step MTP ( #2952 )
2025-07-22 16:26:29 +08:00
周周周
8c5407d9e4
remove cum_offsets from ForwardMeta ( #2925 )
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2025-07-19 23:57:27 +08:00
Zero Rains
25698d56d1
polish code with new pre-commit rule ( #2923 )
2025-07-19 23:19:27 +08:00
周周周
ddb10ac509
[Inference, rename] remove padding_offsets from atten use batch_id_per_token ( #2880 )
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* remove padding_offsets from atten
2025-07-17 18:41:31 +08:00
YuanRisheng
101ad33332
[BugFix] Fix Configs ( #2849 )
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* fix config
* fix config
2025-07-15 19:50:36 -07:00
freeliuzc
7cdd8d290d
[MTP] optimize mtp infer speed ( #2840 )
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2025-07-14 19:50:22 +08:00
YuanRisheng
4c7b8bc458
Simplify the Config code ( #2770 )
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* simplify the code
* fix vl
* delete config
* fix
* perfect code
* fix ci
* fix xpu
* fix xpu
* fix server
* resolve conflict
* fix mtp
* resolve conflict
* fix xpu
* fix xpu
* fix vl
* fix log
* fix qwen moe
* fix qwen moe
* fix qwen moe
2025-07-14 19:50:05 +08:00
