Fine-tune LLama2 w/ PEFT, LoRA, 4bit, TRL, SFT code #llama2

Code script how to fine-tune LLama 2 model with parameter efficient fine-tuning, a low rank approximation of matrix and tensor structures, a 4-bit quantization of tensors, a transformer based Reinforcement Learning (RL) and HuggingFace's Supervised Fine-tuning trainer. LLama v2 model, finetuning.

Plus we code a synthetic dataset for our LLama 2 model to fine-tune on, w/ GPT-4 (or your preferred CLAUDE 2 or ....) as the central intelligence - to create task specific datasets for a given user query to …

approximation code dataset fine-tuning finetuning huggingface llama llama 2 llama2 llama 2 model lora low matrix quantization reinforcement reinforcement learning synthetic tensor trainer transformer