{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "view-in-github"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "3WL-G_f2_ld8"
},
"source": [
"# min(DALL·E)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Zl_ZFisFApeh"
},
"source": [
"### Download models"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"cellView": "code",
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ix_xt4X1_6F4",
"outputId": "8ff09575-fb6d-4c74-8ce5-e5d2aacf4a23"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Cloning into 'min-dalle'...\n",
"remote: Enumerating objects: 511, done.\u001b[K\n",
"remote: Counting objects: 100% (314/314), done.\u001b[K\n",
"remote: Compressing objects: 100% (161/161), done.\u001b[K\n",
"remote: Total 511 (delta 202), reused 239 (delta 149), pack-reused 197\u001b[K\n",
"Receiving objects: 100% (511/511), 1.72 MiB | 8.46 MiB/s, done.\n",
"Resolving deltas: 100% (298/298), done.\n",
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 782k 100 782k 0 0 950k 0 --:--:-- --:--:-- --:--:-- 948k\n",
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 449k 100 449k 0 0 565k 0 --:--:-- --:--:-- --:--:-- 565k\n",
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 267 100 267 0 0 731 0 --:--:-- --:--:-- --:--:-- 729\n",
"100 2117M 100 2117M 0 0 89.0M 0 0:00:23 0:00:23 --:--:-- 80.9M\n",
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 267 100 267 0 0 737 0 --:--:-- --:--:-- --:--:-- 735\n",
"100 2818M 100 2818M 0 0 96.0M 0 0:00:29 0:00:29 --:--:-- 99.8M\n",
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 267 100 267 0 0 719 0 --:--:-- --:--:-- --:--:-- 719\n",
"100 178M 100 178M 0 0 117M 0 0:00:01 0:00:01 --:--:-- 133M\n"
]
},
{
"data": {
"text/plain": []
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%shell\n",
"\n",
"repo_path=\"https://huggingface.co/kuprel/min-dalle/resolve/main\"\n",
"\n",
"mega_path=\"./pretrained/dalle_bart_mega\"\n",
"vqgan_path=\"./pretrained/vqgan\"\n",
"\n",
"mkdir -p ${vqgan_path}\n",
"mkdir -p ${mega_path}\n",
"\n",
"curl ${repo_path}/detoker.pt -L --output ${vqgan_path}/detoker.pt\n",
"curl ${repo_path}/vocab.json -L --output ${mega_path}/vocab.json\n",
"curl ${repo_path}/merges.txt -L --output ${mega_path}/merges.txt\n",
"curl ${repo_path}/encoder.pt -L --output ${mega_path}/encoder.pt\n",
"curl ${repo_path}/decoder.pt -L --output ${mega_path}/decoder.pt"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "kViq2dMbGDKt"
},
"source": [
"### Load Model"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "8W-L2ICFGFup",
"outputId": "e441aad1-ff42-4187-d7d9-c9f91ef4e2f5"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"initializing MinDalleTorch\n",
"reading files from pretrained/dalle_bart_mega\n",
"initializing DalleBartEncoderTorch\n",
"initializing DalleBartDecoderTorch\n",
"initializing VQGanDetokenizer\n"
]
}
],
"source": [
"import os\n",
"os.chdir('/content/min-dalle')\n",
"from min_dalle.min_dalle_torch import MinDalleTorch\n",
"\n",
"model = MinDalleTorch(is_mega=True, is_reusable=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "c52TV1GbBNgS"
},
"source": [
"### Generate an Image"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 511
},
"id": "nQ0UG05dA4p2",
"outputId": "118e6888-4d86-4fb9-be39-8b83d0579754"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"tokenizing text\n",
"['Ġcctv']\n",
"['Ġof']\n",
"['Ġyoda']\n",
"['Ġrob', 'bing']\n",
"['Ġa']\n",
"['Ġliquor']\n",
"['Ġstore']\n",
"text tokens [0, 17685, 111, 24509, 976, 11811, 58, 13142, 1110, 2]\n",
"encoding text tokens\n",
"sampling image tokens\n",
"detokenizing image\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 7.4 s, sys: 31.8 ms, total: 7.43 s\n",
"Wall time: 7.39 s\n"
]
}
],
"source": [
"%%time\n",
"\n",
"text = \"cctv of yoda robbing a liquor store\" #@param {type:\"string\"}\n",
"seed = 0 #@param {type:\"integer\"}\n",
"\n",
"display(model.generate_image(text, seed))"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"collapsed_sections": [
"Zl_ZFisFApeh"
],
"include_colab_link": true,
"name": "min-dalle",
"provenance": []
},
"gpuClass": "standard",
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}