Unsloth AI Open Source Fine-Tuning for LLMs

Unsloth AI Open Source Fine-Tuning for LLMs pip install unsloth もし uv を入れていなければ仮想環境を作成し、下記のコマンドを実行してください。 pip install ollama python run Unslothで作成したLLaMA unsloth This allows us to train the model on a single NVIDIA H100 GPU We'll need to use raw pip to install flash-attn and xformers from source # Install flash-attn

unsloth pip install unsloth @ git+unslothai from unsloth import FastLlamaModel import torch max_seq_length = 2048

unsloth installation unsloth-fine-tuning ‍ Setup Steps: Creating a Python environment and installing necessary packages Activating UNSloth and setting up This allows us to train the model on a single NVIDIA H100 GPU We'll need to use raw pip to install flash-attn and xformers from source # Install flash-attn