Convert To ONNX

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Convert to ONNX is a workflow automation tool that allows users to convert Hugging Face models to the ONNX format. It provides a simple interface to download, convert, and upload models.

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Pricing

Free · Open Source

Free tier

Yes

API

Skill level

Technical

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About

What is Convert to ONNX?

Convert to ONNX is a Hugging Face Space designed to simplify the process of converting machine learning models from the Hugging Face ecosystem into the ONNX (Open Neural Network Exchange) format. This tool enables users to download models directly from Hugging Face, perform the conversion, and then upload the ONNX-formatted models back to Hugging Face. It is particularly useful for developers and data scientists working with various AI models who need to ensure interoperability and optimize models for different deployment environments. The tool is free to use and operates under the Apache 2.0 license, making it an accessible option for model conversion tasks.

Best used for

Ideal for developers and data scientists who need to convert Hugging Face models to ONNX, optimize them for deployment, and ensure cross-platform compatibility. Especially valuable for those working with diverse AI frameworks and seeking efficient model interoperability.

Common actions

convert AI models

optimize machine learning models

manage model formats

Educationfun toolsaiAI chatbotsTask automationContent generationAutomation

Capabilities

Key features

Download Hugging Face models
Convert models to ONNX
Upload converted models

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Free · Open Source

Free

FAQs

What types of Hugging Face models can be converted to ONNX?

The tool is designed to convert various models available on Hugging Face, though specific compatibility might depend on the model's architecture and the ONNX exporter's capabilities. Users should test with their specific models.

Is there a limit to the size of models that can be converted?

While the tool is hosted on Hugging Face Spaces, practical limits on model size for conversion might exist due to resource constraints of the hosted environment. Large models may experience longer processing times.

Can I use this tool for models not hosted on Hugging Face?

This specific tool is primarily designed for models available on Hugging Face. For models from other sources, you would typically need to use alternative ONNX conversion methods or tools.

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