60 Commits

Author SHA1 Message Date
GeauxEric
a37d815b83
Make initialization of tokenizer and detokenizer optional (#3748)
Co-authored-by: Yun Ding <yunding@nvidia.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-04-21 22:06:46 +00:00
Noam Gat
cc74b2b232
Updating lm-format-enforcer version and adding links to decoding libraries in docs (#4222) 2024-04-20 08:33:16 +00:00
Harry Mellor
682789d402
Fix missing docs and out of sync EngineArgs (#4219)
Co-authored-by: Harry Mellor <hmellor@oxts.com>
2024-04-19 20:51:33 -07:00
Michael Goin
53b018edcb
[Bugfix] Get available quantization methods from quantization registry (#4098) 2024-04-18 00:21:55 -07:00
Antoni Baum
69e1d2fb69
[Core] Refactor model loading code (#4097) 2024-04-16 11:34:39 -07:00
Noam Gat
05434764cd
LM Format Enforcer Guided Decoding Support (#3868)
Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-16 05:54:57 +00:00
Sanger Steel
711a000255
[Frontend] [Core] feat: Add model loading using tensorizer (#3476) 2024-04-13 17:13:01 -07:00
SangBin Cho
67b4221a61
[Core][5/N] Fully working chunked prefill e2e (#3884) 2024-04-10 17:56:48 -07:00
Cade Daniel
e7c7067b45
[Misc] [Core] Implement RFC "Augment BaseExecutor interfaces to enable hardware-agnostic speculative decoding" (#3837) 2024-04-09 11:44:15 -07:00
Adrian Abeyta
2ff767b513
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) (#3290)
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu>
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com>
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com>
Co-authored-by: guofangze <guofangze@kuaishou.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-04-03 14:15:55 -07:00
Cade Daniel
5757d90e26
[Speculative decoding] Adding configuration object for speculative decoding (#3706)
Co-authored-by: Lily Liu <lilyliupku@gmail.com>
2024-04-03 00:40:57 +00:00
bigPYJ1151
0e3f06fe9c
[Hardware][Intel] Add CPU inference backend (#3634)
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yuan Zhou <yuan.zhou@intel.com>
2024-04-01 22:07:30 -07:00
Cade Daniel
93deb0b38f
[Speculative decoding 4/9] Lookahead scheduling for speculative decoding (#3250) 2024-04-01 22:55:24 +00:00
SangBin Cho
b51c1cc9d2
[2/N] Chunked prefill data update (#3538) 2024-03-28 10:06:01 -07:00
Cade Daniel
14ccd94c89
[Core][Bugfix]Refactor block manager for better testability (#3492) 2024-03-27 23:59:28 -07:00
xwjiang2010
64172a976c
[Feature] Add vision language model support. (#3042) 2024-03-25 14:16:30 -07:00
SangBin Cho
01bfb22b41
[CI] Try introducing isort. (#3495) 2024-03-25 07:59:47 -07:00
TianYu GUO
e67c295b0c
[Bugfix] fix automatic prefix args and add log info (#3608) 2024-03-25 05:35:22 -07:00
Thomas Parnell
cf2f084d56
Dynamic scheduler delay to improve ITL performance (#3279)
Co-authored-by: Jan van Lunteren <jvl@zurich.ibm.com>
2024-03-22 12:28:14 -07:00
SangBin Cho
6e435de766
[1/n][Chunked Prefill] Refactor input query shapes (#3236) 2024-03-20 14:46:05 -07:00
Antoni Baum
fb96c1e98c
Asynchronous tokenization (#2879) 2024-03-15 23:37:01 +00:00
Antoni Baum
22de45235c
Push logprob generation to LLMEngine (#3065)
Co-authored-by: Avnish Narayan <avnish@anyscale.com>
2024-03-04 19:54:06 +00:00
Philipp Moritz
17c3103c56
Make it easy to profile workers with nsight (#3162)
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-03-03 16:19:13 -08:00
Sage Moore
ce4f5a29fb
Add Automatic Prefix Caching (#2762)
Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-03-02 00:50:01 -08:00
Liangfu Chen
3b7178cfa4
[Neuron] Support inference with transformers-neuronx (#2569) 2024-02-28 09:34:34 -08:00
Nick Hill
7d2dcce175
Support per-request seed (#2514) 2024-02-21 11:47:00 -08:00
Mark Mozolewski
786b7f18a5
Add code-revision config argument for Hugging Face Hub (#2892) 2024-02-17 22:36:53 -08:00
Kunshang Ji
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
zhaoyang-star
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
Antoni Baum
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
Suhong Moon
290e015c6c
Update Help Text for --gpu-memory-utilization Argument (#2183) 2023-12-18 11:33:24 -08:00
JohnSaxon
bbe4466fd9
[Minor] Fix typo (#2166)
Co-authored-by: John-Saxon <zhang.xiangxuan@oushu.com>
2023-12-17 23:28:49 -08:00
Woosuk Kwon
30fb0956df
[Minor] Add more detailed explanation on quantization argument (#2145) 2023-12-17 01:56:16 -08:00
Woosuk Kwon
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
CHU Tianxiang
0fbfc4b81b
Add GPTQ support (#916) 2023-12-15 03:04:22 -08:00
Woosuk Kwon
27feead2f8
Refactor Worker & InputMetadata (#1843) 2023-11-29 22:16:37 -08:00
Casper
a921d8be9d
[DOCS] Add engine args documentation (#1741) 2023-11-22 12:31:27 -08:00
boydfd
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
chooper1
1f24755bf8
Support SqueezeLLM (#1326)
Co-authored-by: squeeze-ai-lab <squeezeailab.bair@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2023-10-21 23:14:59 -07:00
Woosuk Kwon
c1376e0f82
Change scheduler & input tensor shape (#1381) 2023-10-16 17:48:42 -07:00
Federico Cassano
66d18a7fb0
add support for tokenizer revision (#1163)
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2023-10-02 19:19:46 -07:00
Woosuk Kwon
f936657eb6
Provide default max model length (#1224) 2023-09-28 14:44:02 -07:00
Chris Bamford
bb1ba58f06
[Mistral] Mistral-7B-v0.1 support (#1196)
Co-authored-by: timlacroix <t@mistral.ai>
2023-09-28 10:41:03 -07:00
Woosuk Kwon
a19bc5c628
Automatically configure max_num_batched_tokens (#1198) 2023-09-27 16:34:00 -07:00
Woosuk Kwon
1ac4ccf73c
Add float16 and float32 (#1115) 2023-09-21 00:52:47 -07:00
Woosuk Kwon
e3e79e9e8a
Implement AWQ quantization support for LLaMA (#1032)
Co-authored-by: Robert Irvine <robert@seamlessml.com>
Co-authored-by: root <rirv938@gmail.com>
Co-authored-by: Casper <casperbh.96@gmail.com>
Co-authored-by: julian-q <julianhquevedo@gmail.com>
2023-09-16 00:03:37 -07:00
Jasmond L
ab019eea75
Add Model Revision Support (#1014)
Co-authored-by: Jasmond Loh <Jasmond.Loh@hotmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2023-09-13 15:20:02 -07:00
Antoni Baum
0bb1e885a0
Make max_model_len configurable (#972) 2023-09-12 16:29:19 -07:00
leiwen83
d6545ad22e
add option to shorten prompt print in log (#991)
Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2023-09-12 15:10:14 -07:00