Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)
54:52
BERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] token
48:46
Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math
43:31
What is a vector database? Why are they critical infrastructure for #ai #applications?
27:22
AI Is Making You An Illiterate Programmer
54:48
11 Data Science lecture
29:11
VCMI Invited Talks #6 | January 2025 | Diogo Pernes
1:22:32
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks, with Patrick Lewis, Facebook AI
57:45