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Mixtral-8x7B-Instruct-v0.1-bnb-4bit
ybelkada/Mixtral-8x7B-Instruct-v0.1-bnb-4bit
Mixtral-8x7B-Instruct-v0.1-bnb-4bit is a text generation model from ybelkada. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This repository contains the bitsandbytes 4-bit quantized version of mistralai/Mixtral-8x7B-Instruct-v0.1. To use it, make sure to have the latest version of bitsandbytes and transformers installed from source:
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From the Hugging Face model README
Mixtral 8x7B Instruct-v0.1 - bitsandbytes 4-bit
This repository contains the bitsandbytes 4-bit quantized version of mistralai/Mixtral-8x7B-Instruct-v0.1. To use it, make sure to have the latest version of bitsandbytes and transformers installed from source:
Loading this model as such: will directly load the quantized model in 4-bit precision.
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "ybelkada/Mixtral-8x7B-Instruct-v0.1-bnb-4bit"
model = AutoModelForCausalLM.from_pretrained(model_id)
Note you need a CUDA-compatible GPU device to run low-bit precision models with bitsandbytes
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Languages
- en
- Created
- Dec 25, 2023
- Updated
- Jan 12, 2024