README.md

🔧AutoPrune

LinkedIn • Hugging Face • Medium •

simplifies the process of pruning LLMs using a convenient Colab notebook.

🔍 Overview

AutoPrune simplifies the process of pruning LLMs through Colab notebook. You need to specify pruning parameters as described in the pruning paper.

Key Features

• Automated setup and execution using RunPod.
• Identifies the most ideal block of layers to prune
• Removes the pruning block and merges the rest of model
• Pushed to 🤗 Huggingface the pruned model.
• Doesn't perform the QLoRA-SFT (Healing) of the pruned model as it can be performed normally.