HuggingFace

HuggingFace ↗ helps users build, deploy and train machine learning models.

Endpoint

https://gateway.ai.cloudflare.com/v1/{account_id}/{gateway_id}/huggingface

URL structure

When making requests to HuggingFace Inference API, replace https://api-inference.huggingface.co/models/ in the URL you’re currently using with https://gateway.ai.cloudflare.com/v1/{account_id}/{gateway_id}/huggingface. Note that the model you’re trying to access should come right after, for example https://gateway.ai.cloudflare.com/v1/{account_id}/{gateway_id}/huggingface/bigcode/starcoder.

Examples

Request

curl https://gateway.ai.cloudflare.com/v1/{account_id}/{gateway_id}/huggingface/bigcode/starcoder \
  --header 'Authorization: Bearer {hf_api_token}' \
  --header 'Content-Type: application/json' \
  --data '{
    "inputs": "console.log"
}'

If you are using the HuggingFace.js library, you can set your inference endpoint like this:

JavaScript

import { HfInferenceEndpoint } from "@huggingface/inference";

const accountId = "{account_id}";
const gatewayId = "{gateway_id}";
const model = "gpt2";
const baseURL = `https://gateway.ai.cloudflare.com/v1/${accountId}/${gatewayId}/huggingface/${model}`;
const apiToken = env.HF_API_TOKEN;

const hf = new HfInferenceEndpoint(baseURL, apiToken);