machine learning fundamentals
2pieces
Feb 3, 202515 min read
Enhancing LLM Reasoning: Frameworks and Methodologies
Chain-of-Thought, Tree-of-Thoughts, and ReAct compared as ways to give large language models structured reasoning rather than a single guess.
machine-learning-fundamentalslarge-language-modelsreasoningchain-of-thought
Jan 26, 20252 min read
Understanding Tokenizers and Embedders in LLM Pipelines
A deep dive into the role, structure, and training of tokenizers and embedders in modern language models like GPT, BERT, and T5.
machine-learning-fundamentalsmachine-learningtransformerstokenizers