img2prompt_vqa.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "62aa48dc",
      "metadata": {
        "id": "62aa48dc"
      },
      "source": [
        "## Img2Prompt-VQA: Inference Demo"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "id": "7bcd92a8",
      "metadata": {
        "id": "7bcd92a8",
        "outputId": "ab06a7e4-f9f2-44ff-9d62-5d5ae7d7ccbe",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "  Downloading spacy-3.0.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.9 MB)\n",
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            "Collecting wasabi<1.1.0,>=0.8.1\n",
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            "Collecting click<7.2.0,>=7.1.1\n",
            "  Downloading click-7.1.2-py2.py3-none-any.whl (82 kB)\n",
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            "Building wheels for collected packages: en-core-web-sm\n",
            "  Building wheel for en-core-web-sm (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for en-core-web-sm: filename=en_core_web_sm-3.0.0-py3-none-any.whl size=13704321 sha256=9d3e0cf5fbd6b98e43f0ff53b3e31cf477bd02c38cabf93870e224a28c6c80d4\n",
            "  Stored in directory: /root/.cache/pip/wheels/88/16/62/706709a80d48c983fffc44547114a933c464cd032e19378fb2\n",
            "Successfully built en-core-web-sm\n",
            "Installing collected packages: wasabi, pydantic, click, typer, thinc, spacy, en-core-web-sm\n",
            "  Attempting uninstall: wasabi\n",
            "    Found existing installation: wasabi 1.1.1\n",
            "    Uninstalling wasabi-1.1.1:\n",
            "      Successfully uninstalled wasabi-1.1.1\n",
            "  Attempting uninstall: pydantic\n",
            "    Found existing installation: pydantic 1.10.6\n",
            "    Uninstalling pydantic-1.10.6:\n",
            "      Successfully uninstalled pydantic-1.10.6\n",
            "  Attempting uninstall: click\n",
            "    Found existing installation: click 8.1.3\n",
            "    Uninstalling click-8.1.3:\n",
            "      Successfully uninstalled click-8.1.3\n",
            "  Attempting uninstall: typer\n",
            "    Found existing installation: typer 0.7.0\n",
            "    Uninstalling typer-0.7.0:\n",
            "      Successfully uninstalled typer-0.7.0\n",
            "  Attempting uninstall: thinc\n",
            "    Found existing installation: thinc 8.1.9\n",
            "    Uninstalling thinc-8.1.9:\n",
            "      Successfully uninstalled thinc-8.1.9\n",
            "  Attempting uninstall: spacy\n",
            "    Found existing installation: spacy 3.5.1\n",
            "    Uninstalling spacy-3.5.1:\n",
            "      Successfully uninstalled spacy-3.5.1\n",
            "  Attempting uninstall: en-core-web-sm\n",
            "    Found existing installation: en-core-web-sm 3.5.0\n",
            "    Uninstalling en-core-web-sm-3.5.0:\n",
            "      Successfully uninstalled en-core-web-sm-3.5.0\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "inflect 6.0.2 requires pydantic>=1.9.1, but you have pydantic 1.8.2 which is incompatible.\n",
            "flask 2.2.3 requires click>=8.0, but you have click 7.1.2 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0mSuccessfully installed click-7.1.2 en-core-web-sm-3.0.0 pydantic-1.8.2 spacy-3.0.9 thinc-8.0.17 typer-0.3.2 wasabi-0.10.1\n",
            "/content/LAVIS/projects/img2prompt-vqa\n"
          ]
        }
      ],
      "source": [
        "# install requirements\n",
        "import sys\n",
        "if 'google.colab' in sys.modules:\n",
        "    print('Running in Colab.')\n",
        "    !git clone https://github.com/salesforce/LAVIS\n",
        "    %cd LAVIS\n",
        "    !pip install .\n",
        "    !pip3 install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.0.0/en_core_web_sm-3.0.0.tar.gz\n",
        "else:\n",
        "    !pip install omegaconf\n",
        "    %cd ../..\n",
        "    !pip install .\n",
        "    !pip3 install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.0.0/en_core_web_sm-3.0.0.tar.gz\n",
        "\n",
        "%cd projects/img2prompt-vqa"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "id": "3d11ce1e",
      "metadata": {
        "id": "3d11ce1e"
      },
      "outputs": [],
      "source": [
        "import torch\n",
        "import requests\n",
        "from PIL import Image\n",
        "from matplotlib import pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "from lavis.common.gradcam import getAttMap\n",
        "from lavis.models import load_model_and_preprocess"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c02a0e61",
      "metadata": {
        "id": "c02a0e61"
      },
      "source": [
        "### Load LLM to use"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "id": "7428ac2d",
      "metadata": {
        "id": "7428ac2d",
        "outputId": "cbdb47f7-c1a1-4b92-8e5d-13cf69d9c3f7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 354,
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        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading Large Language Model (LLM)...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)lve/main/config.json:   0%|          | 0.00/651 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
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            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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          },
          "metadata": {}
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            }
          },
          "metadata": {}
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)neration_config.json:   0%|          | 0.00/137 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "37d9369fcc3644f68f8f397c513eced4"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)okenizer_config.json:   0%|          | 0.00/685 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4a5049ff800d4ee992029646be5ec2b8"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)olve/main/vocab.json:   0%|          | 0.00/899k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3fd1eee3c574428f84b1b7d559b180b6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)olve/main/merges.txt:   0%|          | 0.00/456k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d1e7e32ea03443178d92078ba90e3554"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/441 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "43afeb4e82dc4df788e3766ab6958230"
            }
          },
          "metadata": {}
        }
      ],
      "source": [
        "from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer, AutoModelForSeq2SeqLM\n",
        "\n",
        "def load_model(model_selection):\n",
        "    model = AutoModelForCausalLM.from_pretrained(model_selection)\n",
        "    tokenizer = AutoTokenizer.from_pretrained(model_selection, use_fast=False)\n",
        "    return model,tokenizer\n",
        "\n",
        "# Choose LLM to use\n",
        "# weights for OPT-6.7B/OPT-13B/OPT-30B/OPT-66B will download automatically\n",
        "print(\"Loading Large Language Model (LLM)...\")\n",
        "llm_model, tokenizer = load_model('facebook/opt-6.7b')  # ~13G (FP16)\n",
        "# llm_model, tokenizer = load_model('facebook/opt-13b') # ~26G (FP16)\n",
        "# llm_model, tokenizer = load_model('facebook/opt-30b') # ~60G (FP16)\n",
        "# llm_model, tokenizer = load_model('facebook/opt-66b') # ~132G (FP16)\n",
        "\n",
        "# you need to manually download weights, in order to use OPT-175B\n",
        "# https://github.com/facebookresearch/metaseq/tree/main/projects/OPT\n",
        "# llm_model, tokenizer = load_model('facebook/opt-175b')"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HmvIaT9cMezh",
        "outputId": "c1ec6b94-0805-4c21-cb91-f629eead65fb"
      },
      "id": "HmvIaT9cMezh",
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Caption.png  Illustration.png\t   img2prompt_vqa.py\t   README.md\n",
            "demo.png     img2prompt_vqa.ipynb  QuestionGeneration.png\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2a63221f",
      "metadata": {
        "id": "2a63221f"
      },
      "source": [
        "### Load an example image and question"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 83,
      "id": "ae21675a",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 334
        },
        "id": "ae21675a",
        "outputId": "e47f57e6-1a35-4664-f2f4-5fdd51224f99"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "What is the brown animal sitting inside of?\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=400x300 at 0x7FB29572BB20>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# img_url = 'https://storage.googleapis.com/sfr-vision-language-research/LAVIS/projects/pnp-vqa/demo.png'\n",
        "# raw_image = Image.open(requests.get(img_url, stream=True).raw).convert('RGB')\n",
        "\n",
        "# raw_image = Image.open(\"./demo.png\").convert(\"RGB\")\n",
        "raw_image = Image.open(\"2.jpg\").convert(\"RGB\")\n",
        "# question = \"What item s are spinning which can be used to control electric?\"\n",
        "question = \"What is the brown animal sitting inside of?\"\n",
        "print(question)\n",
        "display(raw_image.resize((400, 300)))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 84,
      "id": "4078b2c3",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4078b2c3",
        "outputId": "bcef7cd9-46f1-458b-99ad-71093a8da042"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "device(type='cuda')"
            ]
          },
          "metadata": {},
          "execution_count": 84
        }
      ],
      "source": [
        "# setup device to use\n",
        "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
        "device"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "780851fd",
      "metadata": {
        "id": "780851fd"
      },
      "source": [
        "### Load Img2Prompt-VQA model"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "id": "b693e281",
      "metadata": {
        "id": "b693e281",
        "scrolled": false,
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 401,
          "referenced_widgets": [
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        "outputId": "9e406041-7e41-4824-ff5d-9c892d2d748e"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
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            "application/vnd.jupyter.widget-view+json": {
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        {
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      ],
      "source": [
        "model, vis_processors, txt_processors = load_model_and_preprocess(name=\"img2prompt_vqa\", model_type=\"base\", is_eval=True, device=device)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "62525c37",
      "metadata": {
        "id": "62525c37"
      },
      "source": [
        "### Preprocess image and text inputs"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 85,
      "id": "05bac633",
      "metadata": {
        "id": "05bac633"
      },
      "outputs": [],
      "source": [
        "image = vis_processors[\"eval\"](raw_image).unsqueeze(0).to(device)\n",
        "question = txt_processors[\"eval\"](question)\n",
        "\n",
        "samples = {\"image\": image, \"text_input\": [question]}"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "ba3b9c7a",
      "metadata": {
        "id": "ba3b9c7a"
      },
      "source": [
        "### Img2Prompt-VQA utilizes 4 submodels to perform VQA:\n",
        "#### 1. Image-Question Matching \n",
        "Compute the relevancy score of image patches with respect to the question using GradCAM"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 86,
      "id": "afb03d8d",
      "metadata": {
        "id": "afb03d8d"
      },
      "outputs": [],
      "source": [
        "samples = model.forward_itm(samples=samples)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 87,
      "id": "0eda0e84",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 275
        },
        "id": "0eda0e84",
        "outputId": "7fa2fb12-4d39-4965-8e97-b861ca7a2dcb"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Question: what is the brown animal sitting inside of?\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 360x360 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Gradcam visualisation\n",
        "dst_w = 720\n",
        "w, h = raw_image.size\n",
        "scaling_factor = dst_w / w\n",
        "\n",
        "resized_img = raw_image.resize((int(w * scaling_factor), int(h * scaling_factor)))\n",
        "norm_img = np.float32(resized_img) / 255\n",
        "gradcam = samples['gradcams'].reshape(24,24)\n",
        "\n",
        "avg_gradcam = getAttMap(norm_img, gradcam, blur=True)\n",
        "\n",
        "fig, ax = plt.subplots(1, 1, figsize=(5, 5))\n",
        "ax.imshow(avg_gradcam)\n",
        "ax.set_yticks([])\n",
        "ax.set_xticks([])\n",
        "print('Question: {}'.format(question))"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "32f2b67b",
      "metadata": {
        "id": "32f2b67b"
      },
      "source": [
        "#### 2. Image Captioning\n",
        "Generate question-guided captions based on the relevancy score"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 88,
      "id": "dc925ece",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "dc925ece",
        "outputId": "15cdbd77-6e4c-40b5-b44c-398fd2752c75"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Examples of question-guided captions: \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['a teddy bear and teddy bear bear in a box',\n",
              " 'this large brown teddy bear is in a small box',\n",
              " 'a large teddy bear sitting in a cardboard box attached to a key',\n",
              " 'a teddy bear sitting in a basket full of other objects',\n",
              " 'teddy bear teddy bear sitting in a stuffed teddy bear']"
            ]
          },
          "metadata": {},
          "execution_count": 88
        }
      ],
      "source": [
        "samples = model.forward_cap(samples=samples, num_captions=50, num_patches=20)\n",
        "print('Examples of question-guided captions: ')\n",
        "samples['captions'][0][:5]"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "4018c40a",
      "metadata": {
        "id": "4018c40a"
      },
      "source": [
        "#### 3. Question Generation\n",
        "Generate synthetic questions using the captions"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 89,
      "id": "5d1b50ed",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5d1b50ed",
        "outputId": "2baf6cfb-ed68-46cc-d170-e7bfd0390b7e"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Sample Question: ['what is sitting in a box with a stuffed animal?', 'what is a brown teddy bear sitting in a box filled with?', 'what is a teddy bear sitting in?', 'how is a stuffed teddy bear in a box?', 'where is a teddy bear and teddy bear bear sitting?'] \n",
            "Sample Answer: ['bear.', 'teddy.', 'box.', 'sitting.', 'a box.']\n"
          ]
        }
      ],
      "source": [
        "samples = model.forward_qa_generation(samples)\n",
        "print('Sample Question: {} \\nSample Answer: {}'.format(samples['questions'][:5], samples['answers'][:5]))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 90,
      "id": "9758f236",
      "metadata": {
        "id": "9758f236",
        "outputId": "5b8f66b2-fed5-4bb4-dd1d-2997af4cb6a4",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['what is sitting in a box with a stuffed animal?',\n",
              " 'what is a brown teddy bear sitting in a box filled with?',\n",
              " 'what is a teddy bear sitting in?',\n",
              " 'how is a stuffed teddy bear in a box?',\n",
              " 'where is a teddy bear and teddy bear bear sitting?',\n",
              " 'what is in a box with a pi?',\n",
              " 'what color is the teddy bear?',\n",
              " 'what kind of teddy bear is sitting in a box?',\n",
              " 'where is a teddy bear sitting in a box?',\n",
              " 'what is stuffed teddy bear sitting in a box filled with?',\n",
              " 'what type of box is a brown teddy bear sitting in?',\n",
              " 'how full is a brown teddy bear sitting in a box?',\n",
              " 'what size teddy bear is in a brown basket?',\n",
              " 'what kind of teddy bear is sitting in a toy box outside?',\n",
              " 'what does a teddy bear do inside of a box?',\n",
              " 'what size box is the brown teddy bear in?',\n",
              " 'where is a brown teddy bear sitting?',\n",
              " 'what is a brown teddy bear sitting in?',\n",
              " 'what is a teddy bear sitting in?',\n",
              " \"how full is a brown teddy bear's box?\",\n",
              " 'what kind of box is the brown teddy bear sitting in?',\n",
              " 'where is the stuffed bear in his box sitting?',\n",
              " 'what is in a teddy bear sitting inside of a box?',\n",
              " 'a teddy bear is sitting in a basket full of what?',\n",
              " 'what is a teddy bear sitting in?',\n",
              " 'what is sitting in a box with a pi?',\n",
              " 'what type of box is the animal teddy bear sitting in?',\n",
              " 'what is in a box with a teddy bear?',\n",
              " 'what is sitting in a box with a stuffed animal?',\n",
              " 'what is brown teddy bear in a box full of?',\n",
              " 'is a teddy bear sitting in a box?']"
            ]
          },
          "metadata": {},
          "execution_count": 90
        }
      ],
      "source": [
        "samples['questions']"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d2bb868a",
      "metadata": {
        "pycharm": {
          "name": "#%% md\n"
        },
        "id": "d2bb868a"
      },
      "source": [
        "#### 4. Prompt Construction\n",
        "Prepare the prompts for LLM"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 91,
      "id": "62b4db44",
      "metadata": {
        "pycharm": {
          "name": "#%%\n"
        },
        "id": "62b4db44"
      },
      "outputs": [],
      "source": [
        "Img2Prompt = model.prompts_construction(samples)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "7df71c75",
      "metadata": {
        "pycharm": {
          "name": "#%% md\n"
        },
        "id": "7df71c75"
      },
      "source": [
        "#### 4. Load LLM and Predict Answers\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 92,
      "id": "6d1dfecf",
      "metadata": {
        "pycharm": {
          "name": "#%%\n"
        },
        "id": "6d1dfecf"
      },
      "outputs": [],
      "source": [
        "# In this notebook, we only use CPU for LLM inference\n",
        "# To run inference on GPU, see https://github.com/CR-Gjx/Img2Prompt for reference\n",
        "device = \"cpu\"\n",
        "\n",
        "def postprocess_Answer(text):\n",
        "    for i, ans in enumerate(text):\n",
        "        for j, w in enumerate(ans):\n",
        "            if w == '.' or w == '\\n':\n",
        "                ans = ans[:j].lower()\n",
        "                break\n",
        "    return ans\n",
        "\n",
        "Img2Prompt_input = tokenizer(Img2Prompt, padding='longest', truncation=True, return_tensors=\"pt\").to(device)\n",
        "\n",
        "assert (len(Img2Prompt_input.input_ids[0])+20) <=2048\n",
        "\n",
        "outputs_list  = []\n",
        "outputs = llm_model.generate(input_ids=Img2Prompt_input.input_ids,\n",
        "                         attention_mask=Img2Prompt_input.attention_mask,\n",
        "                         max_length=20+len(Img2Prompt_input.input_ids[0]),\n",
        "                         return_dict_in_generate=True,\n",
        "                         output_scores=True\n",
        "                         )\n",
        "outputs_list.append(outputs)\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9470640e",
      "metadata": {
        "id": "9470640e"
      },
      "source": [
        "#### 5. Decoding to answers"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 93,
      "id": "c7363d02",
      "metadata": {
        "id": "c7363d02",
        "outputId": "64b5c925-fd26-45e2-dee3-c724045cfe65",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{'question': 'what is the brown animal sitting inside of?', 'answer': 'a teddy bear'}\n"
          ]
        }
      ],
      "source": [
        "outputs_list\n",
        "\n",
        "pred_answer = tokenizer.batch_decode(outputs.sequences[:, len(Img2Prompt_input.input_ids[0]):])\n",
        "pred_answer = postprocess_Answer(pred_answer)\n",
        "\n",
        "print({\"question\": question, \"answer\": pred_answer})"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "id": "6ddd1a15",
      "metadata": {
        "id": "6ddd1a15"
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      "source": []
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