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A package for fine-tuning and quantizing language models

Project description

Finetuner Module

This module contains functions for fine-tuning language models, merging models, and uploading models to Hugging Face

  1. train_model: Used for fine-tuning a language model on a specific dataset.
  2. merge_model: Allows merging of a base model with a fine-tuned model.
  3. upload_to_hf: Handles uploading models to the Hugging Face model hub.

Quantise Module

This module provides functionality for quantizing models and uploading the quantized versions

  1. run_quantization: Performs quantization on a given model to reduce its size.
  2. run_upload: Uploads a quantized model to Hugging Face.

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