Technical tutorials, NLP research summaries, and engineering perspectives on training LLMs, fine-tuning configurations, and custom agent deployment.
Demystifying rank (r), alpha, and target modules. Learn how to configure your adapters for optimal weight adaptation without VRAM blowup.
How to parse, chunk, and index millions of tokens in minutes. We compare HNSW vs IVF-Flat index configurations on Pgvector and Qdrant.
How to use supervised critiques and revision loops instead of manual human reward annotators to align chat models with custom safety guidelines.