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{
"cells": [
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"api_key = 'xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'\n",
"api_path = '/v3/async/instant-id'\n",
"\n",
"payload_data = {\n",
"\t'extra': {\n",
"\t\t'response_image_type': 'jpeg'\n",
"\t},\n",
"\t'model_name': 'sd_xl_base_1.0.safetensors',\n",
"\t'face_image_assets_ids': [\n",
"\t\t'cjIvbm92aXRhLWFpLWFzc2V0L2ltYWdlL1JtRDduaU16d3ljTWJOY0hCaXNYM1lwZDNkMnk2YVpl'\n",
"\t],\n",
"\t'ref_image_assets_ids': [\n",
"\t\t'cjIvbm92aXRhLWFpLWFzc2V0L2ltYWdlL1R6WHNyYXdQRlBRZEp6bkJISDd3aHhkU3hOY0ZXc2FD'\n",
"\t],\n",
"\t'prompt': 'concept art of a man . digital artwork, illustrative, painterly, matte painting, highly detailed',\n",
"\t'negative_prompt': 'realistic, photo-realistic, bad quality, bad anatomy, worst quality, low quality, lowres, extra fingers, blur, blurry, ugly, wrong proportions, watermark, image artifacts, bad eyes, bad hands, bad arms',\n",
"\t'controlnet': {\n",
"\t\t'units': [\n",
"\t\t\t{\n",
"\t\t\t\t'model_name': 'controlnet-openpose-sdxl-1.0',\n",
"\t\t\t\t'strength': None,\n",
"\t\t\t\t'guidance_start': None,\n",
"\t\t\t\t'guidance_end': None,\n",
"\t\t\t\t'preprocessor': 'openpose'\n",
"\t\t\t}\n",
"\t\t]\n",
"\t},\n",
"\t'loras': [\n",
"\t\t{\n",
"\t\t\t'model_name': 'xl_more_art-full_v1_113467.safetensors',\n",
"\t\t\t'strength': 0.8\n",
"\t\t}\n",
"\t],\n",
"\t'id_strength': None,\n",
"\t'adapter_strength': None,\n",
"\t'width': 768,\n",
"\t'height': 1024,\n",
"\t'image_num': 1,\n",
"\t'steps': 25,\n",
"\t'seed': -1,\n",
"\t'guidance_scale': 7.5,\n",
"\t'sampler_name': 'Euler a',\n",
"\t'clip_skip': None\n",
"}\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"import json\n",
"\n",
"\n",
"headers = {\n",
"\t'Content-type': 'application/json',\n",
"\t'Authorization': f'Bearer {api_key}',\n",
"}\n",
"\n",
"response = requests.request('POST', f'https://api.novita.ai{api_path}', headers=headers, data=json.dumps(payload_data))\n",
"response.text\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'task_id': 'fe2701c1-7c5c-43ef-8570-ad7cbce850a3'}"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from novita_client import NovitaClient\n",
"\n",
"\n",
"client = NovitaClient(api_key)\n",
"\n",
"res = client._post('/v3/async/instant-id', payload_data)\n",
"res"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"V3TaskResponse(task=V3TaskResponseTask(task_id='fe2701c1-7c5c-43ef-8570-ad7cbce850a3', status=<V3TaskResponseStatus.TASK_STATUS_SUCCEED: 'TASK_STATUS_SUCCEED'>), images=[V3TaskImage(image_url='https://faas-output-image.s3.ap-southeast-1.amazonaws.com/prod/fe2701c1-7c5c-43ef-8570-ad7cbce850a3/2a889ab96bc946d5af40115ae47ccd46.jpeg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIASVPYCN6LRCW3SOUV%2F20240227%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20240227T114145Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&x-id=GetObject&X-Amz-Signature=7b71d07fc5cdc68eca8f0ef356a3139a2932dec78897ef0482ec36aac036042b', image_type='jpeg', image_url_ttl=3600)], videos=[])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"res2 = client.wait_for_task_v3(res['task_id'])\n",
"res2"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "env",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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