This is a collection of JS libraries to interact with the Hugging Face API, with TS types included.
With more to come, like @huggingface/endpoints to manage your HF Endpoints!
We use modern features to avoid polyfills and dependencies, so the libraries will only work on modern browsers / Node.js >= 18 / Bun / Deno.
The libraries are still very young, please help us by opening issues!
import { createRepo, commit } from "@huggingface/hub";
import { HfInference } from "@huggingface/inference";
const HF_ACCESS_TOKEN = "hf_...";
await createRepo({
repo: {type: "model", name: "my-user/nlp-test"},
credentials: {accessToken: HF_ACCESS_TOKEN}
});
await commit({
repo: {type: "model", name: "my-user/nlp-test"},
credentials: {accessToken: HF_ACCESS_TOKEN},
title: "Add model file",
operations: [{
operation: "addOrUpdate",
path: "pytorch_model.bin",
content: new Blob(...) // Can work with native File in browsers
}]
});
const inference = new HfInference(HF_ACCESS_TOKEN);
await inference.translation({
model: 't5-base',
inputs: 'My name is Wolfgang and I live in Berlin'
})
await inference.textToImage({
inputs: 'award winning high resolution photo of a giant tortoise/((ladybird)) hybrid, [trending on artstation]',
negative_prompt: 'blurry',
model: 'stabilityai/stable-diffusion-2',
})There are more features of course, check each library’s README!
pnpm install pnpm -r format pnpm -r test