Machine
Learning
Exploring neural networks, deep learning architectures, and AI model training.
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From transformers to diffusion models, understanding the mathematics and implementation behind modern AI systems. Projects, experiments, and learnings documented here.
Neural Networks
Transformers
Vibe Coding
RAG Systems
Project
Local LLM Experiments
Running and fine-tuning local language models...
Learning
Understanding Attention Mechanisms
Deep dive into self-attention and multi-head attention...
Experiment
Building a RAG Pipeline
Retrieval-augmented generation for domain-specific knowledge...