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1. llm-attention-from-scratch llm-attention-from-scratch Public

   Modern LLM Attention from Scratch — MHA, GQA, MQA, RoPE, and KV-Cache implemented in pure PyTorch.

   Python

2. ai-copilot ai-copilot Public

   Enterprise AI Copilot is a production-ready intelligent assistant that leverages Large Language Models (LLMs) to answer business questions

   Python

3. toxic-comment-classifier toxic-comment-classifier Public

   End-to-end toxic comment classification system (Jigsaw dataset). Includes baseline (TF-IDF + Logistic Regression), DistilBERT fine-tuning, threshold tuning, FastAPI inference service, Docker deploy…

   Python