Nick Hill
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eb6d3c264d
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[Core] Eliminate parallel worker per-step task scheduling overhead (#4894)
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2024-05-23 06:17:27 +09:00 |
|
 
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973617ae02
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[Speculative decoding][Re-take] Enable TP>1 speculative decoding (#4840)
Co-authored-by: Cade Daniel <edacih@gmail.com>
Co-authored-by: Cade Daniel <cade@anyscale.com>
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2024-05-16 00:53:51 -07:00 |
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 Aurick QiaoandWoosuk Kwon
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30e754390c
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[Core] Implement sharded state loader (#4690)
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2024-05-15 22:11:54 -07:00 |
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youkaichao
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702bee461f
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[Core][Distributed] refactor custom allreduce to support multiple tp groups (#4754)
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2024-05-12 17:47:59 -07:00 |
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Chang Su
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e254497b66
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[Model][Misc] Add e5-mistral-7b-instruct and Embedding API (#3734)
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2024-05-11 11:30:37 -07:00 |
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youkaichao
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208b71bcc1
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[Core][Distributed] refactor pynccl (#4591)
[Core][Distributed] refactor pynccl to hold multiple communicators (#4591)
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2024-05-09 19:48:43 -07:00 |
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Woosuk Kwon
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0ee535b294
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[Misc] Set block size at initialization & Fix test_model_runner (#4705)
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2024-05-09 09:04:59 -07:00 |
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youkaichao
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20cfcdec99
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[Core][Optimization] change python dict to pytorch tensor for blocks to swap (#4659)
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2024-05-08 12:07:05 -07:00 |
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youkaichao
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63575bc2e1
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[Core][Optimization] change python dict to pytorch tensor (#4607)
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2024-05-06 21:30:27 -07:00 |
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Cody Yu
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bc8ad68455
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[Misc][Refactor] Introduce ExecuteModelData (#4540)
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2024-05-03 17:47:07 -07:00 |
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youkaichao
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344a5d0c33
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[Core][Distributed] enable allreduce for multiple tp groups (#4566)
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2024-05-02 17:32:33 -07:00 |
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youkaichao
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91f50a6fe2
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[Core][Distributed] use cpu/gloo to initialize pynccl (#4248)
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2024-04-23 18:32:19 -07:00 |
|
 SangBin ChoandSangBin Cho
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533d2a1f39
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[Typing] Mypy typing part 2 (#4043)
Co-authored-by: SangBin Cho <sangcho@sangcho-LT93GQWG9C.local>
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2024-04-17 17:28:43 -07:00 |
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youkaichao
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8438e0569e
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[Core] RayWorkerVllm --> WorkerWrapper to reduce duplication (#4024)
[Core] replace narrow-usage RayWorkerVllm to general WorkerWrapper to reduce code duplication (#4024)
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2024-04-17 08:34:33 +00:00 |
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Cade Daniel
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e95cd87959
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[Speculative decoding 6/9] Integrate speculative decoding with LLMEngine (#3894)
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2024-04-16 13:09:21 -07:00 |
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Antoni Baum
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69e1d2fb69
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[Core] Refactor model loading code (#4097)
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2024-04-16 11:34:39 -07:00 |
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Sanger Steel
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711a000255
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[Frontend] [Core] feat: Add model loading using tensorizer (#3476)
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2024-04-13 17:13:01 -07:00 |
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youkaichao
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63e7176f26
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[Core][Refactor] move parallel_utils into vllm/distributed (#3950)
[WIP][Core][Refactor] move vllm/model_executor/parallel_utils into vllm/distributed and vllm/device_communicators (#3950)
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2024-04-10 15:33:30 -07:00 |
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Cade Daniel
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e7c7067b45
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[Misc] [Core] Implement RFC "Augment BaseExecutor interfaces to enable hardware-agnostic speculative decoding" (#3837)
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2024-04-09 11:44:15 -07:00 |
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youkaichao
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6d592eb430
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[Core] separate distributed_init from worker (#3904)
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2024-04-09 08:49:02 +00:00 |
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youkaichao
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756b30a5f3
|
[Core][Test] move local_rank to the last arg with default value(#3711)
[Core][Test] move local_rank to the last arg with default value to keep api compatible (#3711)
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2024-03-28 21:19:45 -07:00 |
|
Roy
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515386ef3c
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[Core] Support multi-node inference(eager and cuda graph) (#3686)
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2024-03-28 15:01:55 -07:00 |
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youkaichao
|
8f44facddd
|
[Core] remove cupy dependency (#3625)
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2024-03-27 00:33:26 -07:00 |
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xwjiang2010
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64172a976c
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[Feature] Add vision language model support. (#3042)
|
2024-03-25 14:16:30 -07:00 |
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SangBin Cho
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01bfb22b41
|
[CI] Try introducing isort. (#3495)
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2024-03-25 07:59:47 -07:00 |
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Woosuk Kwon
|
925f3332ca
|
[Core] Refactor Attention Take 2 (#3462)
|
2024-03-25 04:39:33 +00:00 |
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Zhuohan Li
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e90fc21f2e
|
[Hardware][Neuron] Refactor neuron support (#3471)
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2024-03-22 01:22:17 +00:00 |
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Woosuk Kwon
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5ee14494e4
|
[Misc] Remove cache stream and cache events (#3461)
|
2024-03-20 00:38:53 -07:00 |
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Cade Daniel
|
8437bae6ef
|
[Speculative decoding 3/9] Worker which speculates, scores, and applies rejection sampling (#3103)
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2024-03-08 23:32:46 -08:00 |
|
 Hongxia Yangandlcskrishna
|
05af6da8d9
|
[ROCm] enable cupy in order to enable cudagraph mode for AMD GPUs (#3123)
Co-authored-by: lcskrishna <lollachaitanya@gmail.com>
|
2024-03-04 18:14:53 -08:00 |
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Zhuohan Li
|
537c9755a7
|
[Minor] Small fix to make distributed init logic in worker looks cleaner (#2905)
|
2024-02-18 14:39:00 -08:00 |
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Woosuk Kwon
|
25e86b6a61
|
Don't use cupy NCCL for AMD backends (#2855)
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2024-02-14 12:30:44 -08:00 |
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Woosuk Kwon
|
7e45107f51
|
[Fix] Fix memory profiling when GPU is used by multiple processes (#2863)
|
2024-02-13 19:52:34 -08:00 |
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Woosuk Kwon
|
a463c333dd
|
Use CuPy for CUDA graphs (#2811)
|
2024-02-13 11:32:06 -08:00 |
|
 Kunshang JiandJiang Li
|
96b6f475dd
|
Remove hardcoded device="cuda" to support more devices (#2503)
Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2024-02-01 15:46:39 -08:00 |
|
 
|
9090bf02e7
|
Support FP8-E5M2 KV Cache (#2279)
Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
|
2024-01-28 16:43:54 -08:00 |
|
Hanzhi Zhou
|
380170038e
|
Implement custom all reduce kernels (#2192)
|
2024-01-27 12:46:35 -08:00 |
|
  
|
9b945daaf1
|
[Experimental] Add multi-LoRA support (#1804)
Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Shreyas Krishnaswamy <shrekris@anyscale.com>
Co-authored-by: Avnish Narayan <avnish@anyscale.com>
|
2024-01-23 15:26:37 -08:00 |
|
Cade Daniel
|
18bfcdd05c
|
[Speculative decoding 2/9] Multi-step worker for draft model (#2424)
|
2024-01-21 16:31:47 -08:00 |
|
Zhuohan Li
|
ef9b636e2d
|
Simplify broadcast logic for control messages (#2501)
|
2024-01-19 11:23:30 -08:00 |
|
Woosuk Kwon
|
35c4bc20d9
|
[Minor] Fix err msg (#2431)
|
2024-01-12 14:02:52 -08:00 |
|
Ben
|
cb7a1c1cbf
|
Suggest using dtype=half when OOM.
|
2024-01-12 12:33:29 -08:00 |
|
Jiaxiang
|
6549aef245
|
[DOC] Add additional comments for LLMEngine and AsyncLLMEngine (#1011)
|
2024-01-11 19:26:49 -08:00 |
|
Zhuohan Li
|
fd4ea8ef5c
|
Use NCCL instead of ray for control-plane communication to remove serialization overhead (#2221)
|
2024-01-03 11:30:22 -08:00 |
|
Woosuk Kwon
|
c3372e87be
|
Remove dependency on CuPy (#2152)
|
2023-12-17 01:49:07 -08:00 |
|
Woosuk Kwon
|
e1d5402238
|
Fix all-reduce memory usage (#2151)
|
2023-12-17 01:44:45 -08:00 |
|
 
|
37ca558103
|
Optimize model execution with CUDA graph (#1926)
Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
|
2023-12-16 21:12:08 -08:00 |
|
Woosuk Kwon
|
30bad5c492
|
Fix peak memory profiling (#2031)
|
2023-12-12 22:01:53 -08:00 |
|
Woosuk Kwon
|
27feead2f8
|
Refactor Worker & InputMetadata (#1843)
|
2023-11-29 22:16:37 -08:00 |
|
 boydfdandran_lin
|
4bb6b67188
|
fix RAM OOM when load large models in tensor parallel mode. (#1395)
Co-authored-by: ran_lin <rlin@thoughtworks.com>
|
2023-11-20 19:02:42 -08:00 |
|