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Hi there ๐Ÿ‘‹ Focused on sophisticated neural nets, I enjoy bringing theoretical AI research papers to life by translating them into practical implementations. For more check my website

Esmail's Projects

stable-diffusion-pytorch icon stable-diffusion-pytorch

๐ŸŽจ"Denoising Diffusion Probabilistic Models" paper implementation. a stable diffusion engine: using pytorch as a backend and fastAPI as frontend using javascript, and slo providing gradio interface

tal icon tal

I developed a Python library for transformers, leveraging the architecture I previously designed. With this library, users can freely install and utilize the transformer architecture.

tinyllamas icon tinyllamas

Tinyllamas๐Ÿฆ™ is an Extensible advanced language model framework, inspired by the original Llama model.

transformer-model-pytorch icon transformer-model-pytorch

I built the Transformer model itself from scratch from the paper "Attention is all you need", Feel free to use this model for your specific purposes: translation, text generation, etc...

wepe icon wepe

built the word to embedding and the positional encoding from scratch and visualize it.

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