{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3ZYyzPrAxtFS",
        "outputId": "412df85a-0a35-40dd-a186-bccd7dfa0e08"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ],
      "source": [
        "# Install transformers from the PR branch until it's merged!\n",
        "!pip install -q -U git+https://github.com/baptiste-aubertin/transformers.git@main"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "from PIL import Image\n",
        "from transformers import AutoProcessor, LightOnOCRForConditionalGeneration\n",
        "import requests\n",
        "from io import BytesIO\n",
        "\n",
        "# Load Model\n",
        "model_id = \"lightonai/LightOnOCR-1B-1025\"\n",
        "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
        "\n",
        "processor = AutoProcessor.from_pretrained(model_id)\n",
        "model = LightOnOCRForConditionalGeneration.from_pretrained(model_id, dtype=torch.bfloat16, device_map=device, attn_implementation=\"sdpa\")\n",
        "model.eval();"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pLImkD9rzKLw",
        "outputId": "75d5cfa5-59f3-42bc-81cd-90b150339819"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:94: UserWarning: \n",
            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
            "You will be able to reuse this secret in all of your notebooks.\n",
            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
            "  warnings.warn(\n",
            "You are using a model of type mistral3 to instantiate a model of type lightonocr. This is not supported for all configurations of models and can yield errors.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Get a test image\n",
        "image_url = \"https://jeroen.github.io/images/testocr.png\"\n",
        "response = requests.get(image_url)\n",
        "image = Image.open(BytesIO(response.content)).convert(\"RGB\")\n",
        "\n",
        "display(image)\n",
        "\n",
        "# Run inference\n",
        "messages = [{\"role\": \"user\", \"content\": [{\"type\": \"image\"}]}]\n",
        "text = processor.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)\n",
        "\n",
        "inputs = processor(text=[text], images=[image], return_tensors=\"pt\").to(device)\n",
        "inputs[\"pixel_values\"] = inputs[\"pixel_values\"].to(torch.bfloat16)\n",
        "\n",
        "outputs = model.generate(\n",
        "    **inputs,\n",
        "    max_new_tokens=1024,\n",
        ")\n",
        "\n",
        "input_length = inputs['input_ids'].shape[1]\n",
        "generated_text = processor.tokenizer.decode(outputs[0, input_length:], skip_special_tokens=True)\n",
        "\n",
        "print(\"============\\n\")\n",
        "print(generated_text)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 586
        },
        "id": "RyM8UlLLztof",
        "outputId": "a58cf38a-ddfe-41a4-ba83-4d8b9b116cf6"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=640x480>"
            ],
            "image/png": 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\n",
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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "============\n",
            "\n",
            "This is a lot of 12 point text to test the ocr code and see if it works on all types of file format.\n",
            "The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox.\n"
          ]
        }
      ]
    }
  ]
}