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import gradio as gr | |
import requests | |
import json | |
def txt2img1(text): | |
url = "https://stablediffusionapi.com/api/v3/text2img" | |
payload = json.dumps({ | |
"key": "qXpCKAkXLdKWb2sqcMlMzB0Q3gqHEggJIXxspJzHIVHUy6H9S060RN0BNGqj", | |
"prompt": text, | |
"negative_prompt": None, | |
"width": "512", | |
"height": "512", | |
"samples": "1", | |
"num_inference_steps": "20", | |
"seed": None, | |
"guidance_scale": 7.5, | |
"safety_checker": "yes", | |
"multi_lingual": "no", | |
"panorama": "no", | |
"self_attention": "no", | |
"upscale": "no", | |
"embeddings_model": "embeddings_model_id", | |
"webhook": None, | |
"track_id": None | |
}) | |
headers = { | |
'Content-Type': 'application/json' | |
} | |
response = requests.request("POST", url, headers=headers, data=payload) | |
response_dict = response.json() | |
return response_dict['output'][0] | |
def txt2txt(text): | |
API_TOKEN = "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" | |
API_URL = "https://api-inference.huggingface.co/models/gpt2" | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
def query(payload): | |
response = requests.post(API_URL, headers=headers, json=payload) | |
return response.json() | |
output = query({"inputs": text}) | |
return output[0]['generated_text'] | |
iface = gr.Interface(fn=txt2img1, inputs="text", outputs="image", title="Text to Image") | |
iface.launch() | |
iface2 = gr.Interface(fn=txt2txt, inputs="text", outputs="text", title="Text to Text") | |
iface2.launch() |