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The .gguf format is typically used with the llama.cpp project and its Python bindings, not with the Hugging Face Transformers library. To use a .gguf file, you need to use a different library, such as llama-cpp-python.

python3 -m pip install --upgrade pip
pip install transformers
pip install torch
pip install llama-cpp-python
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Python script:

import os
from transformers import pipeline

model_path = "/path/to/Lexi-Llama-3-8B-Uncensored_Q8_0.gguf"
prompt = "What is the meaning of life?"

# Load the model
llm = pipeline('text-generation', model=model_path)

# Generate a response
response = llm(prompt)

# Print the response
print(response[0]['generated_text'])
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Execute:

python llm_script.py
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