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:

import { HfInferenceEndpoint } from '@huggingface/inference'

const hf = new HfInferenceEndpoint(
  "https://gateway.ai.cloudflare.com/v1/{account_id}/{gateway_id}/huggingface/gpt2",
  env.HF_API_TOKEN
);