Questions about training on Google Colab.

[acheong08]

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU",
    "gpuClass": "standard"
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "XLnZXSOA1_QC"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "!rm -rf ./*\n",
        "!git clone https://github.com/acheong08/alpaca-lora\n",
        "%cd alpaca-lora"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!git pull"
      ],
      "metadata": {
        "id": "bfONMRGg2Isd"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!pip3 install -r requirements.txt"
      ],
      "metadata": {
        "id": "adivpYCG3S0B"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!wget https://huggingface.co/datasets/acheong08/nsfw_reddit/resolve/main/data/data.jsonl"
      ],
      "metadata": {
        "id": "5uPB8R0y4uaC"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!python3 finetune.py --base_model='decapoda-research/llama-7b-hf'"
      ],
      "metadata": {
        "id": "Def4qxGi41OT"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}

After training with this, the output always just repeats the input. Is there something wrong with how I'm training?

[acheong08]

it would be nice to have an example notebook

[acheong08]

{"train_runtime": 2584.0063, "train_samples_per_second": 0.531, "train_steps_per_second": 0.003, "train_loss": 2.3480387793646917, "epoch": 2.5}

[TianyiPeng]

@acheong08 I have an example notebook for this: https://github.com/TianyiPeng/Colab_for_Alpaca_Lora