Klear-46B-A2.5B-Base

Name: Klear-46B-A2.5B-Base
Author: Kwai-Klear

46.0B

2 languages

license:apache-2.0

Kwai-Klear

Language Model

OTHER

46B params

New

23 downloads

Early-stage

Try on Hugging Face Add to Compare

Edge AI:

Mobile

Laptop

Server

103GB+ RAM

Mobile

Laptop

Server

Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

43GB+ RAM

Code Examples

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

bashvllm

git clone https://github.com/Kwai-Klear/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
vllm serve /path/to/Klear-Instruct --port 8000 --tensor-parallel-size 8 --trust-remote-code

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