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llama-3-8b-instruct-bnb-4bit
glouriousgautam/llama-3-8b-instruct-bnb-4bit
llama-3-8b-instruct-bnb-4bit is a text generation model from glouriousgautam. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.
This is a 4-bit quantized version of the Llama 3.1 8B Instruct model.
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Model card
From the Hugging Face model README
Quantized Llama 3.1 8B Instruct Model
This is a 4-bit quantized version of the Llama 3.1 8B Instruct model.
Quantization Details
- Method: 4-bit quantization using bitsandbytes
- Quantization type: nf4
- Compute dtype: float16
- Double quantization: True
Performance Metrics
Average performance: 22.766 tokens/second Total tokens generated: 5000 Total time: 219.63 seconds
Usage
This model can be loaded with:
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
model = AutoModelForCausalLM.from_pretrained("glouriousgautam/llama-3-8b-instruct-bnb-4bit", device_map="auto", torch_dtype=torch.float16)
tokenizer = AutoTokenizer.from_pretrained("glouriousgautam/llama-3-8b-instruct-bnb-4bit")
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.1
- Languages
- en
- Created
- Jul 23, 2024
- Updated
- Jul 23, 2024