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  [![Discord](https://img.shields.io/discord/232596713892872193?logo=discord)](https://discord.gg/2JhHVh7CGu)
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  A semi custom network trained from scratch for 799 epochs with tensor product attention. This repository contains the attention mechanism
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- described in [Tensor Product Attention Is All You Need](https://huggingface.co/papers/2501.06425).
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  Github repository: https://github.com/tensorgi/T6
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  [Modeling](https://huggingface.co/Blackroot/SimpleDiffusion-TensorProductAttentionRope/blob/main/models/uvit.py) || [Training](https://huggingface.co/Blackroot/SimpleDiffusion-TensorProductAttentionRope/blob/main/train.py)
 
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  [![Discord](https://img.shields.io/discord/232596713892872193?logo=discord)](https://discord.gg/2JhHVh7CGu)
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  A semi custom network trained from scratch for 799 epochs with tensor product attention. This repository contains the attention mechanism
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+ described in [Tensor Product Attention Is All You Need](https://huggingface.co/papers/2501.06425) and the modeling is based on [Simpler Diffusion](https://arxiv.org/abs/2410.19324)
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  Github repository: https://github.com/tensorgi/T6
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  [Modeling](https://huggingface.co/Blackroot/SimpleDiffusion-TensorProductAttentionRope/blob/main/models/uvit.py) || [Training](https://huggingface.co/Blackroot/SimpleDiffusion-TensorProductAttentionRope/blob/main/train.py)