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Hugging Face for Excel

โดย Boardflare

Inference models and spaces on Hugging Face from Excel custom functions for free.

This initial version contains functions that provide access to the following Hugging Face services:

GRADIO SPACES API

- enables you make API calls to a space running Gradio, passing a data array with an arbitrary number of scalar parameters, and optionally a hf_token for private spaces.

INFERENCE API (serverless)

- Connect to model API's with task-specific parameters and hf_token. Good for demos.

INFERENCE ENDPOINTS (dedicated)

- Similar to serverless, but using an endpoint parameter. Production option.

LOCALLY

- Using Transformers.js, compatible models can be inferenced locally in the Excel add-in.

Inferencing via API, endpoints, or locally is handled by a single function that is task specific, with common parameters for that task. The tasks supported in this initial release are as follows:

- Translation

- Summarization

- Zero-shot Classification

The target audiences for this add-in is are as follows:

- AI professionals who are looking for an easy way to give end-users access to their models for proof-of-concept testing, or possibly even production use if that involves end-user batch processing.

- Citizen developers, business analysts, etc. who want to build their own apps using existing models on Hugging Face, but don't want to build and deploy their own add-in.

The recommended approach to keep things simple for end-users is to use a named LAMBDA function which surfaces only the parameters an end-user would care about, and the LAMBDA in turn calls the "foundation" functions provided by this add-in, thus concealing details irrelevant to end-users such as task, model, endpoint, token, etc. More sophisticated functions could also use multiple model calls and other logic.

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