{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "3WL-G_f2_ld8"
},
"source": [
"# min(DALL·E)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Zl_ZFisFApeh"
},
"source": [
"### Download models and install dependencies"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "ix_xt4X1_6F4",
"cellView": "code"
},
"outputs": [],
"source": [
"! git clone https://github.com/kuprel/min-dalle\n",
"! mkdir -p /content/min-dalle/pretrained/vqgan/\n",
"! curl https://huggingface.co/dalle-mini/vqgan_imagenet_f16_16384/resolve/main/flax_model.msgpack -L --output /content/min-dalle/pretrained/vqgan/flax_model.msgpack\n",
"! pip install torch flax==0.4.2 wandb\n",
"! wandb login --anonymously\n",
"! wandb artifact get --root=/content/min-dalle/pretrained/dalle_bart_mini dalle-mini/dalle-mini/mini-1:v0\n",
"! wandb artifact get --root=/content/min-dalle/pretrained/dalle_bart_mega dalle-mini/dalle-mini/mega-1-fp16:v14\n"
]
},
{
"cell_type": "markdown",
"source": [
"### Load Model"
],
"metadata": {
"id": "kViq2dMbGDKt"
}
},
{
"cell_type": "code",
"source": [
"import os\n",
"os.chdir('/content/min-dalle')\n",
"from min_dalle.min_dalle_torch import MinDalleTorch\n",
"from min_dalle.min_dalle_flax import MinDalleFlax\n",
"\n",
"mega = False #@param {type:\"boolean\"}\n",
"torch = True #@param {type:\"boolean\"}\n",
"\n",
"model = MinDalleTorch(mega) if torch else MinDalleFlax(mega)\n"
],
"metadata": {
"id": "8W-L2ICFGFup",
"outputId": "4ec5f57a-dd63-4dea-894a-cc17f5758ac7",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"execution_count": 14,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"reading files from pretrained/dalle_bart_mini\n",
"initializing MinDalleTorch\n",
"loading encoder\n",
"loading decoder\n"
]
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "c52TV1GbBNgS"
},
"source": [
"### Generate an Image"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 392
},
"id": "nQ0UG05dA4p2",
"outputId": "dde449ae-1301-4316-aaa7-4eb249fd88fe"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"tokenizing text\n",
"['Ġartificial']\n",
"['Ġintelligence']\n",
"text tokens [0, 6316, 7815, 2]\n",
"encoding text tokens\n",
"sampling image tokens\n",
"detokenizing image\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"text = \"artificial intelligence\" #@param {type:\"string\"}\n",
"seed = 0 #@param {type:\"integer\"}\n",
"\n",
"image = model.generate_image(text, seed)\n",
"display(image)"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"collapsed_sections": [
"Zl_ZFisFApeh"
],
"name": "min-dalle",
"provenance": [],
"authorship_tag": "ABX9TyPYiD/1K6WVDkiSthQa8puM",
"include_colab_link": true
},
"gpuClass": "standard",
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}