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OpenDAS
vllm_cscc
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ac1fbf7f
Unverified
Commit
ac1fbf7f
authored
May 13, 2024
by
Zhuohan Li
Committed by
GitHub
May 13, 2024
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[Doc] Shorten README by removing supported model list (#4796)
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README.md
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ac1fbf7f
...
@@ -51,41 +51,14 @@ vLLM is flexible and easy to use with:
...
@@ -51,41 +51,14 @@ vLLM is flexible and easy to use with:
-
(Experimental) Prefix caching support
-
(Experimental) Prefix caching support
-
(Experimental) Multi-lora support
-
(Experimental) Multi-lora support
vLLM seamlessly supports many Hugging Face models, including the following architectures:
vLLM seamlessly supports most popular open-source models on HuggingFace, including:
-
Transformer-like LLMs (e.g., Llama)
-
Aquila & Aquila2 (
`BAAI/AquilaChat2-7B`
,
`BAAI/AquilaChat2-34B`
,
`BAAI/Aquila-7B`
,
`BAAI/AquilaChat-7B`
, etc.)
-
Mixture-of-Expert LLMs (e.g., Mixtral)
-
Baichuan & Baichuan2 (
`baichuan-inc/Baichuan2-13B-Chat`
,
`baichuan-inc/Baichuan-7B`
, etc.)
-
Multi-modal LLMs (e.g., LLaVA)
-
BLOOM (
`bigscience/bloom`
,
`bigscience/bloomz`
, etc.)
-
ChatGLM (
`THUDM/chatglm2-6b`
,
`THUDM/chatglm3-6b`
, etc.)
Find the full list of supported models
[
here
](
https://docs.vllm.ai/en/latest/models/supported_models.html
)
.
-
Command-R (
`CohereForAI/c4ai-command-r-v01`
, etc.)
-
DBRX (
`databricks/dbrx-base`
,
`databricks/dbrx-instruct`
etc.)
## Getting Started
-
DeciLM (
`Deci/DeciLM-7B`
,
`Deci/DeciLM-7B-instruct`
, etc.)
-
Falcon (
`tiiuae/falcon-7b`
,
`tiiuae/falcon-40b`
,
`tiiuae/falcon-rw-7b`
, etc.)
-
Gemma (
`google/gemma-2b`
,
`google/gemma-7b`
, etc.)
-
GPT-2 (
`gpt2`
,
`gpt2-xl`
, etc.)
-
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.)
-
InternLM2 (
`internlm/internlm2-7b`
,
`internlm/internlm2-chat-7b`
, etc.)
-
Jais (
`core42/jais-13b`
,
`core42/jais-13b-chat`
,
`core42/jais-30b-v3`
,
`core42/jais-30b-chat-v3`
, etc.)
-
LLaMA, Llama 2, and Meta Llama 3 (
`meta-llama/Meta-Llama-3-8B-Instruct`
,
`meta-llama/Meta-Llama-3-70B-Instruct`
,
`meta-llama/Llama-2-70b-hf`
,
`lmsys/vicuna-13b-v1.3`
,
`young-geng/koala`
,
`openlm-research/open_llama_13b`
, etc.)
-
MiniCPM (
`openbmb/MiniCPM-2B-sft-bf16`
,
`openbmb/MiniCPM-2B-dpo-bf16`
, etc.)
-
Mistral (
`mistralai/Mistral-7B-v0.1`
,
`mistralai/Mistral-7B-Instruct-v0.1`
, etc.)
-
Mixtral (
`mistralai/Mixtral-8x7B-v0.1`
,
`mistralai/Mixtral-8x7B-Instruct-v0.1`
,
`mistral-community/Mixtral-8x22B-v0.1`
, etc.)
-
MPT (
`mosaicml/mpt-7b`
,
`mosaicml/mpt-30b`
, etc.)
-
OLMo (
`allenai/OLMo-1B-hf`
,
`allenai/OLMo-7B-hf`
, etc.)
-
OPT (
`facebook/opt-66b`
,
`facebook/opt-iml-max-30b`
, etc.)
-
Orion (
`OrionStarAI/Orion-14B-Base`
,
`OrionStarAI/Orion-14B-Chat`
, etc.)
-
Phi (
`microsoft/phi-1_5`
,
`microsoft/phi-2`
, etc.)
-
Phi-3 (
`microsoft/Phi-3-mini-4k-instruct`
,
`microsoft/Phi-3-mini-128k-instruct`
, etc.)
-
Qwen (
`Qwen/Qwen-7B`
,
`Qwen/Qwen-7B-Chat`
, etc.)
-
Qwen2 (
`Qwen/Qwen1.5-7B`
,
`Qwen/Qwen1.5-7B-Chat`
, etc.)
-
Qwen2MoE (
`Qwen/Qwen1.5-MoE-A2.7B`
,
`Qwen/Qwen1.5-MoE-A2.7B-Chat`
, etc.)
-
StableLM(
`stabilityai/stablelm-3b-4e1t`
,
`stabilityai/stablelm-base-alpha-7b-v2`
, etc.)
-
Starcoder2(
`bigcode/starcoder2-3b`
,
`bigcode/starcoder2-7b`
,
`bigcode/starcoder2-15b`
, etc.)
-
Xverse (
`xverse/XVERSE-7B-Chat`
,
`xverse/XVERSE-13B-Chat`
,
`xverse/XVERSE-65B-Chat`
, etc.)
-
Yi (
`01-ai/Yi-6B`
,
`01-ai/Yi-34B`
, etc.)
Install vLLM with pip or
[
from source
](
https://vllm.readthedocs.io/en/latest/getting_started/installation.html#build-from-source
)
:
Install vLLM with pip or
[
from source
](
https://vllm.readthedocs.io/en/latest/getting_started/installation.html#build-from-source
)
:
...
@@ -93,9 +66,7 @@ Install vLLM with pip or [from source](https://vllm.readthedocs.io/en/latest/get
...
@@ -93,9 +66,7 @@ Install vLLM with pip or [from source](https://vllm.readthedocs.io/en/latest/get
pip
install
vllm
pip
install
vllm
```
```
## Getting Started
Visit our
[
documentation
](
https://vllm.readthedocs.io/en/latest/
)
to learn more.
Visit our
[
documentation
](
https://vllm.readthedocs.io/en/latest/
)
to get started.
-
[
Installation
](
https://vllm.readthedocs.io/en/latest/getting_started/installation.html
)
-
[
Installation
](
https://vllm.readthedocs.io/en/latest/getting_started/installation.html
)
-
[
Quickstart
](
https://vllm.readthedocs.io/en/latest/getting_started/quickstart.html
)
-
[
Quickstart
](
https://vllm.readthedocs.io/en/latest/getting_started/quickstart.html
)
-
[
Supported Models
](
https://vllm.readthedocs.io/en/latest/models/supported_models.html
)
-
[
Supported Models
](
https://vllm.readthedocs.io/en/latest/models/supported_models.html
)
...
...
docs/source/models/supported_models.rst
View file @
ac1fbf7f
...
@@ -16,13 +16,21 @@ Alongside each architecture, we include some popular models that use it.
...
@@ -16,13 +16,21 @@ Alongside each architecture, we include some popular models that use it.
- Example HuggingFace Models
- Example HuggingFace Models
- :ref:`LoRA <lora>`
- :ref:`LoRA <lora>`
* - :code:`AquilaForCausalLM`
* - :code:`AquilaForCausalLM`
- Aquila
- Aquila
& Aquila2
- :code:`BAAI/Aquila-7B`, :code:`BAAI/AquilaChat-7B`, etc.
- :code:`BAAI/Aquila-7B`, :code:`BAAI/AquilaChat-7B`, etc.
- ✅︎
- ✅︎
* - :code:`ArcticForCausalLM`
- Arctic
- :code:`Snowflake/snowflake-arctic-base`, :code:`Snowflake/snowflake-arctic-instruct`, etc.
-
* - :code:`BaiChuanForCausalLM`
* - :code:`BaiChuanForCausalLM`
- Baichuan
- Baichuan
& Baichuan2
- :code:`baichuan-inc/Baichuan2-13B-Chat`, :code:`baichuan-inc/Baichuan-7B`, etc.
- :code:`baichuan-inc/Baichuan2-13B-Chat`, :code:`baichuan-inc/Baichuan-7B`, etc.
- ✅︎
- ✅︎
* - :code:`BloomForCausalLM`
- BLOOM, BLOOMZ, BLOOMChat
- :code:`bigscience/bloom`, :code:`bigscience/bloomz`, etc.
-
* - :code:`ChatGLMModel`
* - :code:`ChatGLMModel`
- ChatGLM
- ChatGLM
- :code:`THUDM/chatglm2-6b`, :code:`THUDM/chatglm3-6b`, etc.
- :code:`THUDM/chatglm2-6b`, :code:`THUDM/chatglm3-6b`, etc.
...
@@ -39,10 +47,6 @@ Alongside each architecture, we include some popular models that use it.
...
@@ -39,10 +47,6 @@ Alongside each architecture, we include some popular models that use it.
- DeciLM
- DeciLM
- :code:`Deci/DeciLM-7B`, :code:`Deci/DeciLM-7B-instruct`, etc.
- :code:`Deci/DeciLM-7B`, :code:`Deci/DeciLM-7B-instruct`, etc.
-
-
* - :code:`BloomForCausalLM`
- BLOOM, BLOOMZ, BLOOMChat
- :code:`bigscience/bloom`, :code:`bigscience/bloomz`, etc.
-
* - :code:`FalconForCausalLM`
* - :code:`FalconForCausalLM`
- Falcon
- Falcon
- :code:`tiiuae/falcon-7b`, :code:`tiiuae/falcon-40b`, :code:`tiiuae/falcon-rw-7b`, etc.
- :code:`tiiuae/falcon-7b`, :code:`tiiuae/falcon-40b`, :code:`tiiuae/falcon-rw-7b`, etc.
...
@@ -135,6 +139,15 @@ Alongside each architecture, we include some popular models that use it.
...
@@ -135,6 +139,15 @@ Alongside each architecture, we include some popular models that use it.
- StableLM
- StableLM
- :code:`stabilityai/stablelm-3b-4e1t/` , :code:`stabilityai/stablelm-base-alpha-7b-v2`, etc.
- :code:`stabilityai/stablelm-3b-4e1t/` , :code:`stabilityai/stablelm-base-alpha-7b-v2`, etc.
-
-
* - :code:`Starcoder2ForCausalLM`
- Starcoder2
- :code:`bigcode/starcoder2-3b`, :code:`bigcode/starcoder2-7b`, :code:`bigcode/starcoder2-15b`, etc.
-
* - :code:`XverseForCausalLM`
- Xverse
- :code:`xverse/XVERSE-7B-Chat`, :code:`xverse/XVERSE-13B-Chat`, :code:`xverse/XVERSE-65B-Chat`, etc.
-
If your model uses one of the above model architectures, you can seamlessly run your model with vLLM.
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.
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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