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Diffusion-Based Coding Model with PyTorch
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https://deepmind.google/models/gemini-diffusion/
2 to 5 years before power catches up with shape and modern transformers are not needed (tokens get huge oc in a multi vector token)
Currently a hybrid system that "augments" the text based system by giving it ultimate grounding. I've only tested on limited datasets so I can only product limited code. Attempting to research more...