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1. tinygpt-numpy tinygpt-numpy Public

   A GPT implementation in NumPy, with hand-derived backpropagation and gradient verification.

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2. tinygpt-gcg tinygpt-gcg Public

   Educational GCG adversarial-attack demo on a NumPy-only TinyGPT: a crafted input (found by GCG) steers the model's output. Simulation only — no malware.

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3. tinygpt-interpretability tinygpt-interpretability Public

   A study of interpretability methods on a NumPy TinyGPT trained to pick MCP tools: finding the tokens behind its wrong decisions with Integrated Gradients, occlusion, layer-wise hidden-state diff an…

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