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llm-trainer's Introduction

Finetuning script for Llama 3 in different tasks, using Unsloth and PEFT

Spec

  • ~ 9Gb VRAM (Batch size 2, Accumulate Grad 4)

Setup

Colab and Local

source scripts/setup_colab.sh

Kaggle

source scripts/setup_kaggle.sh

Train

Function Calling

source scripts/train_function_calling.sh \
--hf_username <YOUR_USENAME> \
--hf_token <YOUR_HUGGINGFACE_TOKEN> \
--wandb_token <YOUR_WANDB_TOKEN>

Instruction

  • Coming Soon

Todo

  • Instruction Fine-tuning.
  • DPO Trainer.
  • Custom dataset for different task.

llm-trainer's People

Contributors

datvodinh avatar

Stargazers

avatar

Watchers

Kostas Georgiou avatar avatar

Forkers

visioninhope

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