added docs
Browse files
README.md
CHANGED
|
@@ -9,4 +9,116 @@ tags:
|
|
| 9 |
- diffusers
|
| 10 |
inference: true
|
| 11 |
pipeline_tag: text-to-image
|
| 12 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
- diffusers
|
| 10 |
inference: true
|
| 11 |
pipeline_tag: text-to-image
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
# Inference API Documentation
|
| 16 |
+
|
| 17 |
+
## Overview
|
| 18 |
+
The Inference API allows you to make inference requests to perform image processing tasks using a remote service. This API supports various operations and requires specific input parameters.
|
| 19 |
+
|
| 20 |
+
## Base URL
|
| 21 |
+
The base URL for the Inference API is: `<hf_endpoint_url>`
|
| 22 |
+
|
| 23 |
+
## Authentication
|
| 24 |
+
The Inference API requires authentication using a bearer token. Include the token in the `Authorization` header of your requests.
|
| 25 |
+
|
| 26 |
+
## Request Format
|
| 27 |
+
Send a POST request to the endpoint URL with the following JSON payload:
|
| 28 |
+
|
| 29 |
+
```json
|
| 30 |
+
{
|
| 31 |
+
"inputs": "<positive_prompt>",
|
| 32 |
+
"negative_prompt": "<negative_prompt>",
|
| 33 |
+
"height": <height>,
|
| 34 |
+
"width": <width>,
|
| 35 |
+
"guidance_scale": <guidance_scale>
|
| 36 |
+
}
|
| 37 |
+
```
|
| 38 |
+
## Request Parameters
|
| 39 |
+
|
| 40 |
+
| Parameter | Type | Required | Description |
|
| 41 |
+
|-------------------|----------|----------|----------------------------------------------------|
|
| 42 |
+
| inputs | string | Yes | The positive prompt for the inference. |
|
| 43 |
+
| negative_prompt | string | No | The negative prompt for the inference (optional). |
|
| 44 |
+
| height | integer | Yes | The height of the image. |
|
| 45 |
+
| width | integer | Yes | The width of the image. |
|
| 46 |
+
| guidance_scale | float | Yes | The guidance scale for the inference. |
|
| 47 |
+
|
| 48 |
+
## Response Format
|
| 49 |
+
The API response will be a JSON object with the following structure:
|
| 50 |
+
|
| 51 |
+
```json
|
| 52 |
+
{
|
| 53 |
+
"image": "<base64_encoded_image>"
|
| 54 |
+
}
|
| 55 |
+
```
|
| 56 |
+
## Response Format
|
| 57 |
+
The API response will be a JSON object with the following structure:
|
| 58 |
+
|
| 59 |
+
| Field | Type | Description |
|
| 60 |
+
|--------|--------|------------------------------------------------|
|
| 61 |
+
| image | string | The base64-encoded image generated by the API. |
|
| 62 |
+
|
| 63 |
+
## Example Request
|
| 64 |
+
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
|
| 68 |
+
### Here's an example request using Python:
|
| 69 |
+
|
| 70 |
+
```python
|
| 71 |
+
|
| 72 |
+
import requests
|
| 73 |
+
|
| 74 |
+
url = '<hf_endpoint_url>'
|
| 75 |
+
token = '<hf_token>'
|
| 76 |
+
|
| 77 |
+
requestData = {
|
| 78 |
+
'inputs': 'Positve prompt',
|
| 79 |
+
'negative_prompt': 'Negative prompt goes here',
|
| 80 |
+
'height': 512,
|
| 81 |
+
'width': 512,
|
| 82 |
+
'guidance_scale': 7.5
|
| 83 |
+
}
|
| 84 |
+
|
| 85 |
+
headers = {
|
| 86 |
+
'Authorization': 'Bearer ' + token,
|
| 87 |
+
'Content-Type': 'application/json'
|
| 88 |
+
}
|
| 89 |
+
|
| 90 |
+
response = requests.post(url, json=requestData, headers=headers)
|
| 91 |
+
print(response.json())
|
| 92 |
+
```
|
| 93 |
+
|
| 94 |
+
### Here's an example request using JavaScript:
|
| 95 |
+
|
| 96 |
+
```js
|
| 97 |
+
const endpointURL = '<hf_endpoint_url>';
|
| 98 |
+
const hfToken = '<hf_token>';
|
| 99 |
+
|
| 100 |
+
const requestData = {
|
| 101 |
+
|
| 102 |
+
s: 'Positve prompt',
|
| 103 |
+
negative_prompt: 'Negative prompt goes here',
|
| 104 |
+
height: 512,
|
| 105 |
+
width: 512,
|
| 106 |
+
guidance_scale: 7.5
|
| 107 |
+
};
|
| 108 |
+
|
| 109 |
+
const headers = {
|
| 110 |
+
'Authorization': `Bearer ${hfToken}`,
|
| 111 |
+
'Content-Type': 'application/json'
|
| 112 |
+
};
|
| 113 |
+
|
| 114 |
+
fetch(endpointURL, {
|
| 115 |
+
method: 'POST',
|
| 116 |
+
body: JSON.stringify(requestData),
|
| 117 |
+
headers: headers
|
| 118 |
+
})
|
| 119 |
+
.then(response => response.json())
|
| 120 |
+
.then(data => console.log(data))
|
| 121 |
+
.catch(error => console.error(error));
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
```
|