Li, Jiang
80aa7e91fc
[Hardware][Intel] Optimize CPU backend and add more performance tips ( #4971 )
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Co-authored-by: Jianan Gu <jianan.gu@intel.com>
2024-06-13 09:33:14 -07:00
Cyrus Leung
b8d4dfff9c
[Doc] Update debug docs ( #5438 )
2024-06-12 14:49:31 -07:00
Woosuk Kwon
1a8bfd92d5
[Hardware] Initial TPU integration ( #5292 )
2024-06-12 11:53:03 -07:00
youkaichao
8f89d72090
[Doc] add common case for long waiting time ( #5430 )
2024-06-11 11:12:13 -07:00
Nick Hill
99dac099ab
[Core][Doc] Default to multiprocessing for single-node distributed case ( #5230 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-06-11 11:10:41 -07:00
Cade Daniel
89ec06c33b
[Docs] [Spec decode] Fix docs error in code example ( #5427 )
2024-06-11 10:31:56 -07:00
Kuntai Du
9fde251bf0
[Doc] Add an automatic prefix caching section in vllm documentation ( #5324 )
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Co-authored-by: simon-mo <simon.mo@hey.com>
2024-06-11 10:24:59 -07:00
Cade Daniel
4c2ffb28ff
[Speculative decoding] Initial spec decode docs ( #5400 )
2024-06-11 10:15:40 -07:00
SangBin Cho
246598a6b1
[CI] docfix ( #5410 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: ywang96 <ywang@roblox.com>
2024-06-11 01:28:50 -07:00
Roger Wang
3c4cebf751
[Doc][Typo] Fixing Missing Comma ( #5403 )
2024-06-11 00:20:28 -07:00
youkaichao
d8f31f2f8b
[Doc] add debugging tips ( #5409 )
2024-06-10 23:21:43 -07:00
Michael Goin
77c87beb06
[Doc] Add documentation for FP8 W8A8 ( #5388 )
2024-06-10 18:55:12 -06:00
Woosuk Kwon
cb77ad836f
[Docs] Alphabetically sort sponsors ( #5386 )
2024-06-10 15:17:19 -05:00
Roger Wang
856c990041
[Docs] Add Docs on Limitations of VLM Support ( #5383 )
2024-06-10 09:53:50 -07:00
Cyrus Leung
6b29d6fe70
[Model] Initial support for LLaVA-NeXT ( #4199 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-06-10 12:47:15 +00:00
Roger Wang
7a9cb294ae
[Frontend] Add OpenAI Vision API Support ( #5237 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-06-07 11:23:32 -07:00
Simon Mo
f270a39537
[Docs] Add Sequoia as sponsors ( #5287 )
2024-06-05 18:02:56 +00:00
Jie Fu (傅杰)
87d5abef75
[Bugfix] Fix a bug caused by pip install setuptools>=49.4.0 for CPU backend ( #5249 )
2024-06-04 09:57:51 -07:00
Breno Faria
f775a07e30
[FRONTEND] OpenAI tools support named functions ( #5032 )
2024-06-03 18:25:29 -05:00
Cyrus Leung
7a64d24aad
[Core] Support image processor ( #4197 )
2024-06-02 22:56:41 -07:00
Nick Hill
657579113f
[Doc] Add checkmark for GPTBigCodeForCausalLM LoRA support ( #5171 )
2024-05-31 17:20:19 -07:00
Chansung Park
429d89720e
add doc about serving option on dstack ( #3074 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-05-30 10:11:07 -07:00
Cyrus Leung
a9bcc7afb2
[Doc] Use intersphinx and update entrypoints docs ( #5125 )
2024-05-30 09:59:23 -07:00
youkaichao
4fbcb0f27e
[Doc][Build] update after removing vllm-nccl ( #5103 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-05-29 23:51:18 +00:00
Cyrus Leung
5ae5ed1e60
[Core] Consolidate prompt arguments to LLM engines ( #4328 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-05-28 13:29:31 -07:00
Simon Mo
290f4ada2b
[Docs] Add Dropbox as sponsors ( #5089 )
2024-05-28 10:29:09 -07:00
Eric Xihui Lin
8e192ff967
[Kernel][Backend][Model] Blocksparse flash attention kernel and Phi-3-Small model ( #4799 )
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Co-authored-by: beagleski <yunanzhang@microsoft.com>
Co-authored-by: bapatra <bapatra@microsoft.com>
Co-authored-by: Barun Patra <codedecde@users.noreply.github.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-05-24 22:00:52 -07:00
youkaichao
6a50f4cafa
[Doc] add ccache guide in doc ( #5012 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-05-23 23:21:54 +00:00
Simon Mo
e941f88584
[Docs] Add acknowledgment for sponsors ( #4925 )
2024-05-21 00:17:25 -07:00
Isotr0py
f12c3b5b3d
[Model] Add Phi-2 LoRA support ( #4886 )
2024-05-21 14:24:17 +09:00
Kante Yin
8e7fb5d43a
Support to serve vLLM on Kubernetes with LWS ( #4829 )
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Signed-off-by: kerthcet <kerthcet@gmail.com>
2024-05-16 16:37:29 -07:00
Cyrus Leung
dc72402b57
[Bugfix][Doc] Fix CI failure in docs ( #4804 )
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This PR fixes the CI failure introduced by #4798 .
The failure originates from having duplicate target names in reST, and is fixed by changing the ref targets to anonymous ones. For more information, see this discussion.
I have also changed the format of the links to be more distinct from each other.
2024-05-15 01:57:08 +09:00
Zhuohan Li
c579b750a0
[Doc] Add meetups to the doc ( #4798 )
2024-05-13 18:48:00 -07:00
Cyrus Leung
4bfa7e7f75
[Doc] Add API reference for offline inference ( #4710 )
2024-05-13 17:47:42 -07:00
Zhuohan Li
ac1fbf7fd2
[Doc] Shorten README by removing supported model list ( #4796 )
2024-05-13 16:23:54 -07:00
SangBin Cho
e7c46b9527
[Scheduler] Warning upon preemption and Swapping ( #4647 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-05-13 23:50:44 +09:00
Allen.Dou
706588a77d
[Bugfix] Fix CLI arguments in OpenAI server docs ( #4729 )
2024-05-11 00:00:56 +09:00
Simon Mo
51d4094fda
chunked-prefill-doc-syntax ( #4603 )
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Fix the docs: https://docs.vllm.ai/en/latest/models/performance.html
Co-authored-by: sang <rkooo567@gmail.com>
2024-05-10 14:13:23 +09:00
Cyrus Leung
a3c124570a
[Bugfix] Fix CLI arguments in OpenAI server docs ( #4709 )
2024-05-09 09:53:14 -07:00
SangBin Cho
36fb68f947
[Doc] Chunked Prefill Documentation ( #4580 )
2024-05-04 00:18:00 -07:00
youkaichao
2d7bce9cd5
[Doc] add env vars to the doc ( #4572 )
2024-05-03 05:13:49 +00:00
Frαnçois
e491c7e053
[Doc] update(example model): for OpenAI compatible serving ( #4503 )
2024-05-01 10:14:16 -07:00
fuchen.ljl
ee37328da0
Unable to find Punica extension issue during source code installation ( #4494 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-05-01 00:42:09 +00:00
Prashant Gupta
b31a1fb63c
[Doc] add visualization for multi-stage dockerfile ( #4456 )
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Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-04-30 17:41:59 +00:00
SangBin Cho
a88081bf76
[CI] Disable non-lazy string operation on logging ( #4326 )
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Co-authored-by: Danny Guinther <dguinther@neuralmagic.com>
2024-04-26 00:16:58 -07:00
Hongxia Yang
cf29b7eda4
[ROCm][Hardware][AMD][Doc] Documentation update for ROCm ( #4376 )
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Co-authored-by: WoosukKwon <woosuk.kwon@berkeley.edu>
2024-04-25 18:12:25 -07:00
Isotr0py
fbf152d976
[Bugfix][Model] Refactor OLMo model to support new HF format in transformers 4.40.0 ( #4324 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-04-25 09:35:56 -07:00
Caio Mendes
96e90fdeb3
[Model] Adds Phi-3 support ( #4298 )
2024-04-25 03:06:57 +00:00
youkaichao
2768884ac4
[Doc] Add note for docker user ( #4340 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-24 21:09:44 +00:00
Harry Mellor
34128a697e
Fix autodoc directives ( #4272 )
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Co-authored-by: Harry Mellor <hmellor@oxts.com>
2024-04-23 01:53:01 +00:00
Zhanghao Wu
ceaf4ed003
[Doc] Update the SkyPilot doc with serving and Llama-3 ( #4276 )
2024-04-22 15:34:31 -07:00
Harry Mellor
3d925165f2
Add example scripts to documentation ( #4225 )
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Co-authored-by: Harry Mellor <hmellor@oxts.com>
2024-04-22 16:36:54 +00:00
xiaoji
7f2593b164
[Doc]: Update the doc of adding new models ( #4236 )
2024-04-21 09:57:08 -07:00
Harry Mellor
fe7d648fe5
Don't show default value for flags in EngineArgs ( #4223 )
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Co-authored-by: Harry Mellor <hmellor@oxts.com>
2024-04-21 09:15:28 -07:00
Harry Mellor
682789d402
Fix missing docs and out of sync EngineArgs ( #4219 )
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Co-authored-by: Harry Mellor <hmellor@oxts.com>
2024-04-19 20:51:33 -07:00
Simon Mo
705578ae14
[Docs] document that Meta Llama 3 is supported ( #4175 )
2024-04-18 10:55:48 -07:00
Sanger Steel
d619ae2d19
[Doc] Add better clarity for tensorizer usage ( #4090 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-04-15 13:28:25 -07:00
Simon Mo
aceb17cf2d
[Docs] document that mixtral 8x22b is supported ( #4073 )
2024-04-14 14:35:55 -07:00
Sanger Steel
711a000255
[Frontend] [Core] feat: Add model loading using tensorizer ( #3476 )
2024-04-13 17:13:01 -07:00
Michael Feil
c2b4a1bce9
[Doc] Add typing hints / mypy types cleanup ( #3816 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-04-11 17:17:21 -07:00
youkaichao
f3d0bf7589
[Doc][Installation] delete python setup.py develop ( #3989 )
2024-04-11 03:33:02 +00:00
Frαnçois
92cd2e2f21
[Doc] Fix getting stared to use publicly available model ( #3963 )
2024-04-10 18:05:52 +00:00
youkaichao
e35397468f
[Doc] Add doc to state our model support policy ( #3948 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-04-10 17:03:02 +00:00
ywfang
b4543c8f6b
[Model] add minicpm ( #3893 )
2024-04-08 18:28:36 +08:00
youkaichao
95baec828f
[Core] enable out-of-tree model register ( #3871 )
2024-04-06 17:11:41 -07:00
youkaichao
d03d64fd2e
[CI/Build] refactor dockerfile & fix pip cache
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[CI/Build] fix pip cache with vllm_nccl & refactor dockerfile to build wheels (#3859 )
2024-04-04 21:53:16 -07:00
Sean Gallen
78107fa091
[Doc]Add asynchronous engine arguments to documentation. ( #3810 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-04-04 21:52:01 -07:00
Adrian Abeyta
2ff767b513
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) ( #3290 )
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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
Roger Wang
3bec41f41a
[Doc] Fix vLLMEngine Doc Page ( #3791 )
2024-04-02 09:49:37 -07:00
bigPYJ1151
0e3f06fe9c
[Hardware][Intel] Add CPU inference backend ( #3634 )
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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
youkaichao
9c82a1bec3
[Doc] Update installation doc ( #3746 )
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[Doc] Update installation doc for build from source and explain the dependency on torch/cuda version (#3746 )
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-03-30 16:34:38 -07:00
yhu422
d8658c8cc1
Usage Stats Collection ( #2852 )
2024-03-28 22:16:12 -07:00
wenyujin333
d6ea427f04
[Model] Add support for Qwen2MoeModel ( #3346 )
2024-03-28 15:19:59 +00:00
Woosuk Kwon
6d9aa00fc4
[Docs] Add Command-R to supported models ( #3669 )
2024-03-27 15:20:00 -07:00
Megha Agarwal
e24336b5a7
[Model] Add support for DBRX ( #3660 )
2024-03-27 13:01:46 -07:00
Woosuk Kwon
e66b629c04
[Misc] Minor fix in KVCache type ( #3652 )
2024-03-26 23:14:06 -07:00
Jee Li
76879342a3
[Doc]add lora support ( #3649 )
2024-03-27 02:06:46 +00:00
SangBin Cho
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
youkaichao
42bc386129
[CI/Build] respect the common environment variable MAX_JOBS ( #3600 )
2024-03-24 17:04:00 -07:00
Lalit Pradhan
4c07dd28c0
[ 🚀 Ready to be merged] Added support for Jais models ( #3183 )
2024-03-21 09:45:24 +00:00
Jim Burtoft
63e8b28a99
[Doc] minor fix of spelling in amd-installation.rst ( #3506 )
2024-03-19 20:32:30 +00:00
Jim Burtoft
2a60c9bd17
[Doc] minor fix to neuron-installation.rst ( #3505 )
2024-03-19 13:21:35 -07:00
Simon Mo
ef65dcfa6f
[Doc] Add docs about OpenAI compatible server ( #3288 )
2024-03-18 22:05:34 -07:00
laneeee
8fa7357f2d
fix document error for value and v_vec illustration ( #3421 )
2024-03-15 16:06:09 -07:00
Sherlock Xu
b0925b3878
docs: Add BentoML deployment doc ( #3336 )
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Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>
2024-03-12 10:34:30 -07:00
Zhuohan Li
4c922709b6
Add distributed model executor abstraction ( #3191 )
2024-03-11 11:03:45 -07:00
Philipp Moritz
657061fdce
[docs] Add LoRA support information for models ( #3299 )
2024-03-11 00:54:51 -07:00
Roger Wang
99c3cfb83c
[Docs] Fix Unmocked Imports ( #3275 )
2024-03-08 09:58:01 -08:00
Jialun Lyu
27a7b070db
Add document for vllm paged attention kernel. ( #2978 )
2024-03-04 09:23:34 -08:00
Liangfu Chen
d0fae88114
[DOC] add setup document to support neuron backend ( #2777 )
2024-03-04 01:03:51 +00:00
Sage Moore
ce4f5a29fb
Add Automatic Prefix Caching ( #2762 )
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Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-03-02 00:50:01 -08:00
Yuan Tang
49d849b3ab
docs: Add tutorial on deploying vLLM model with KServe ( #2586 )
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Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
2024-03-01 11:04:14 -08:00
Ganesh Jagadeesan
a8683102cc
multi-lora documentation fix ( #3064 )
2024-02-27 21:26:15 -08:00
Woosuk Kwon
8b430d7dea
[Minor] Fix StableLMEpochForCausalLM -> StableLmForCausalLM ( #3046 )
2024-02-26 20:23:50 -08:00
张大成
48a8f4a7fd
Support Orion model ( #2539 )
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Co-authored-by: zhangdacheng <zhangdacheng@ainirobot.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-02-26 19:17:06 -08:00
Harry Mellor
ef978fe411
Port metrics from aioprometheus to prometheus_client ( #2730 )
2024-02-25 11:54:00 -08:00
Zhuohan Li
a9c8212895
[FIX] Add Gemma model to the doc ( #2966 )
2024-02-21 09:46:15 -08:00
Isotr0py
ab3a5a8259
Support OLMo models. ( #2832 )
2024-02-18 21:05:15 -08:00
jvmncs
8f36444c4f
multi-LoRA as extra models in OpenAI server ( #2775 )
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how to serve the loras (mimicking the [multilora inference example](https://github.com/vllm-project/vllm/blob/main/examples/multilora_inference.py )):
```terminal
$ export LORA_PATH=~/.cache/huggingface/hub/models--yard1--llama-2-7b-sql-lora-test/
$ python -m vllm.entrypoints.api_server \
--model meta-llama/Llama-2-7b-hf \
--enable-lora \
--lora-modules sql-lora=$LORA_PATH sql-lora2=$LORA_PATH
```
the above server will list 3 separate values if the user queries `/models`: one for the base served model, and one each for the specified lora modules. in this case sql-lora and sql-lora2 point to the same underlying lora, but this need not be the case. lora config values take the same values they do in EngineArgs
no work has been done here to scope client permissions to specific models
2024-02-17 12:00:48 -08:00
Philipp Moritz
317b29de0f
Remove Yi model definition, please use LlamaForCausalLM instead ( #2854 )
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Co-authored-by: Roy <jasonailu87@gmail.com>
2024-02-13 14:22:22 -08:00
