Timm ❤️ Transformers: Use any timm model with transformers

Get lightning-fast inference, quick quantization, torch.compile boosts, and effortless fine-tuning
for any timm model—all within the friendly 🤗 transformers ecosystem.

Enter TimmWrapper—a simple,
yet powerful tool that unlocks this potential.

In this post, we’ll cover:

• How the timm integration works and why it’s a game-changer.
• How to integrate timm models with 🤗 transformers.
• Practical examples: pipelines, quantization, fine-tuning, and more.

To follow along with this blog post, install the latest version of transformers and timm by running:

pip install -Uq transformers timm

Check out the full repository for all

 

 

 

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