134 lines
169 KiB
Plaintext
134 lines
169 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "view-in-github",
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"colab_type": "text"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/kuprel/min-dalle/blob/main/min_dalle.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "3WL-G_f2_ld8"
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},
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"source": [
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"# min(DALL·E)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "Zl_ZFisFApeh"
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},
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"source": [
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"### Setup"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "ix_xt4X1_6F4",
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"cellView": "code"
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},
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"outputs": [],
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"source": [
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"! git clone https://github.com/kuprel/min-dalle\n",
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"! mkdir -p /content/min-dalle/pretrained/vqgan/\n",
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"! 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",
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"! pip install torch flax==0.4.2 wandb\n",
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"! wandb login --anonymously\n",
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"! wandb artifact get --root=/content/min-dalle/pretrained/dalle_bart_mini dalle-mini/dalle-mini/mini-1:v0\n",
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"! wandb artifact get --root=/content/min-dalle/pretrained/dalle_bart_mega dalle-mini/dalle-mini/mega-1-fp16:v14\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "c52TV1GbBNgS"
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},
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"source": [
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"### Generate an Image"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 443
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},
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"id": "nQ0UG05dA4p2",
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"outputId": "b2c98233-d50d-42d6-b858-7676cb011926"
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},
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"parsing metadata from ./pretrained/dalle_bart_mini\n",
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"tokenizing text\n",
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"['Ġartificial']\n",
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"['Ġintelligence']\n",
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"text tokens [0, 6316, 7815, 2]\n",
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"loading torch encoder\n",
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"encoding text tokens\n",
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"loading torch decoder\n",
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"sampling image tokens\n",
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"detokenizing image\n"
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]
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},
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{
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"output_type": "display_data",
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"data": {
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"text/plain": [
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"<PIL.Image.Image image mode=RGB size=256x256 at 0x7F752DD32A90>"
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],
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"image/png": "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\n"
|
|
},
|
|
"metadata": {}
|
|
}
|
|
],
|
|
"source": [
|
|
"text = \"artificial intelligence\" #@param {type:\"string\"}\n",
|
|
"seed = 0 #@param {type:\"integer\"}\n",
|
|
"torch = True #@param {type:\"boolean\"}\n",
|
|
"mega = False #@param {type:\"boolean\"}\n",
|
|
"\n",
|
|
"import os\n",
|
|
"os.chdir('/content/min-dalle')\n",
|
|
"from min_dalle.generate_image import generate_image_from_text\n",
|
|
"image = generate_image_from_text(text, seed=seed, is_torch=torch, is_mega=mega)\n",
|
|
"display(image)"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"accelerator": "GPU",
|
|
"colab": {
|
|
"collapsed_sections": [
|
|
"Zl_ZFisFApeh"
|
|
],
|
|
"name": "min-dalle",
|
|
"provenance": [],
|
|
"machine_shape": "hm",
|
|
"authorship_tag": "ABX9TyMIs89kdBk8iPr64XMI6Tjx",
|
|
"include_colab_link": true
|
|
},
|
|
"gpuClass": "standard",
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"name": "python"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 0
|
|
} |