Recent Episodes
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Demonstrates practical, everyday uses of Large Language Models.
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Provides a deep dive into LLMs powering ChatGPT.
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Reproduces the GPT-2 (124M) model from scratch.
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Explains the crucial role of tokenizers in LLMs.
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Introduces Large Language Models for a general audience.
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Builds a Generative Pretrained Transformer (GPT) from scratch.
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Develops a deeper neural network structure, similar to WaveNet.
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Manually backpropagate through MLP, cross-entropy loss, and BatchNorm.
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Analyze MLP activation and gradient statistics for network health.
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Implement a character-level MLP language model.
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Implement a bigram character-level language model.
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Generate images by interpolating noise vectors for Stable Diffusion.
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Generate images for the prompt 'steampunk brains'.
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Step-by-step explanation of backpropagation and neural network training.
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Generate images based on the prompt 'tattoos'.
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Dreaming of "blueberry spaghetti" using Stable Diffusion.
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Visualizing a steampunk neural network brain.