tinyllama-nerd-gguf

Uploaded Model

• Developed by: ar08
• License: apache-2.0

USAGE

To use this model, follow the steps below:

1. Install the necessary packages:

   # Install llama-cpp-python
   pip install llama-cpp-python
   
   # Install transformers from source - only needed for versions <= v4.34
   pip install git+https://github.com/huggingface/transformers.git
   
   # Install accelerate
   pip install accelerate
   

2. Instantiate the model:

   from llama_cpp import Llama
   
   # Define the model path
   my_model_path = "your_downloaded_model_name/path"
   CONTEXT_SIZE = 512
   
   # Load the model
   model = Llama(model_path=my_model_path, n_ctx=CONTEXT_SIZE)
   

3. Generate text from a prompt:

   def generate_text_from_prompt(user_prompt, max_tokens=100, temperature=0.3, top_p=0.1, echo=True, stop=["Q", "\n"]):
       # Define the parameters
       model_output = model(
           user_prompt,
           max_tokens=max_tokens,
           temperature=temperature,
           top_p=top_p,
           echo=echo,
           stop=stop,
       )
   
       return model_output["choices"][0]["text"].strip()
   
   if __name__ == "__main__":
       my_prompt = "What do you think about the inclusion policies in Tech companies?"
       model_response = generate_text_from_prompt(my_prompt)
       print(model_response)