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vllm
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14f9c72b
Unverified
Commit
14f9c72b
authored
Aug 22, 2023
by
Zhuohan Li
Committed by
GitHub
Aug 22, 2023
Browse files
Update Supported Model List (#825)
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README.md
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docs/source/models/supported_models.rst
docs/source/models/supported_models.rst
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README.md
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14f9c72b
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@@ -42,6 +42,7 @@ vLLM is flexible and easy to use with:
vLLM seamlessly supports many Huggingface models, including the following architectures:
-
Aqualia (
`BAAI/Aquila-7B`
,
`BAAI/AquilaChat-7B`
, etc.)
-
Baichuan (
`baichuan-inc/Baichuan-7B`
,
`baichuan-inc/Baichuan-13B-Chat`
, etc.)
-
BLOOM (
`bigscience/bloom`
,
`bigscience/bloomz`
, etc.)
-
Falcon (
`tiiuae/falcon-7b`
,
`tiiuae/falcon-40b`
,
`tiiuae/falcon-rw-7b`
, etc.)
...
...
@@ -49,9 +50,11 @@ vLLM seamlessly supports many Huggingface models, including the following archit
-
GPT BigCode (
`bigcode/starcoder`
,
`bigcode/gpt_bigcode-santacoder`
, etc.)
-
GPT-J (
`EleutherAI/gpt-j-6b`
,
`nomic-ai/gpt4all-j`
, etc.)
-
GPT-NeoX (
`EleutherAI/gpt-neox-20b`
,
`databricks/dolly-v2-12b`
,
`stabilityai/stablelm-tuned-alpha-7b`
, etc.)
-
InternLM (
`internlm/internlm-7b`
,
`internlm/internlm-chat-7b`
, etc.)
-
LLaMA & LLaMA-2 (
`meta-llama/Llama-2-70b-hf`
,
`lmsys/vicuna-13b-v1.3`
,
`young-geng/koala`
,
`openlm-research/open_llama_13b`
, etc.)
-
MPT (
`mosaicml/mpt-7b`
,
`mosaicml/mpt-30b`
, etc.)
-
OPT (
`facebook/opt-66b`
,
`facebook/opt-iml-max-30b`
, etc.)
-
Qwen (
`Qwen/Qwen-7B`
,
`Qwen/Qwen-7B-Chat`
, etc.)
Install vLLM with pip or
[
from source
](
https://vllm.readthedocs.io/en/latest/getting_started/installation.html#build-from-source
)
:
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docs/source/models/supported_models.rst
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14f9c72b
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@@ -14,6 +14,9 @@ Alongside each architecture, we include some popular models that use it.
* - Architecture
- Models
- Example HuggingFace Models
* - :code:`AquilaForCausalLM`
- Aqualia
- :code:`BAAI/Aquila-7B`, :code:`BAAI/AquilaChat-7B`, etc.
* - :code:`BaiChuanForCausalLM`
- Baichuan
- :code:`baichuan-inc/Baichuan-7B`, :code:`baichuan-inc/Baichuan-13B-Chat`, etc.
...
...
@@ -35,6 +38,9 @@ Alongside each architecture, we include some popular models that use it.
* - :code:`GPTNeoXForCausalLM`
- GPT-NeoX, Pythia, OpenAssistant, Dolly V2, StableLM
- :code:`EleutherAI/gpt-neox-20b`, :code:`EleutherAI/pythia-12b`, :code:`OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5`, :code:`databricks/dolly-v2-12b`, :code:`stabilityai/stablelm-tuned-alpha-7b`, etc.
* - :code:`InternLMForCausalLM`
- InternLM
- :code:`internlm/internlm-7b`, :code:`internlm/internlm-chat-7b`, etc.
* - :code:`LlamaForCausalLM`
- LLaMA, LLaMA-2, Vicuna, Alpaca, Koala, Guanaco
- :code:`meta-llama/Llama-2-13b-hf`, :code:`openlm-research/open_llama_13b`, :code:`lmsys/vicuna-13b-v1.3`, :code:`young-geng/koala`, :code:`JosephusCheung/Guanaco`, etc.
...
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@@ -44,6 +50,9 @@ Alongside each architecture, we include some popular models that use it.
* - :code:`OPTForCausalLM`
- OPT, OPT-IML
- :code:`facebook/opt-66b`, :code:`facebook/opt-iml-max-30b`, etc.
* - :code:`OPTForCausalLM`
- Qwen
- :code:`Qwen/Qwen-7B`, :code:`Qwen/Qwen-7B-Chat`, etc.
If your model uses one of the above model architectures, you can seamlessly run your model with vLLM.
Otherwise, please refer to :ref:`Adding a New Model <adding_a_new_model>` for instructions on how to implement support for your model.
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