Transformers.js

/** @type {Record<DataType, string>} */
export const DEFAULT_DTYPE_SUFFIX_MAPPING = Object.freeze({
    [DATA_TYPES.fp32]: '',
    [DATA_TYPES.fp16]: '_fp16',
    [DATA_TYPES.int8]: '_int8',
    [DATA_TYPES.uint8]: '_uint8',
    [DATA_TYPES.q8]: '_quantized',
    [DATA_TYPES.q4]: '_q4',
    [DATA_TYPES.q4f16]: '_q4f16',
    [DATA_TYPES.bnb4]: '_bnb4',
});

function by serverComponentsExternalPackages in next.js

Documents

The `pipeline` API

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/docs/transformers.js/pipelines

Demo

Transformers.js

https://xenova.github.io/transformers.js/

Making ML-powered web games with Transformers.js

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/blog/ml-web-games

Supported models

transformers.js/scripts/supported_models.py at main · xenova/transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server! - xenova/transformers.js

https://github.com/xenova/transformers.js/blob/main/scripts/supported_models.py

Whisper Timestamped - a Hugging Face Space by Xenova

In-browser speech recognition w/ word-level timestamps

https://huggingface.co/spaces/Xenova/whisper-word-level-timestamps

Recommendataion

Xenova/LiteLlama-460M-1T · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/Xenova/LiteLlama-460M-1T

onnx-community/MobileLLM-125M · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/onnx-community/MobileLLM-125M

Xenova/nanoLLaVA · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/Xenova/nanoLLaVA