DeepSeek-R1 explored
Why DeepSeek-R1 was a significant step for Open Source AI.
Blog
A view on BLT
Byte Latent Transformer (BLT), a tokenizer-free architecture for NLP.
LLM Quantization in a nutshell
An exploration of LLM quantization methods.
What is PEFT?
Fine-tuning of Large Language Models with Parameter Efficient.
Hands on with Retrieval Augmented Generation
Build a Chatbot that uses Retrieval Augmented Generation to retrieve domain specific knowledge.
What is RAG?
Retrieval Augmented Generation is an Architecture used for NLP tasks.
Generalized Models vs Specialized Models
Intuition and hints for deciding between one generalized and multiple specialized models.
Attention is all you need?
Explore the Transformer Architecture.
Road to GCP Professional Data Engineer
My learning journey to get certified
What are Large Language Models?
What are the ideas and concepts behind GPT Language Models?