How LogitsProcessor works in Hugging Face Transformers, with custom processors and practical generation control examples.
ai
Structured decoding explained with JSON and grammar-constrained generation examples for reliable LLM outputs.
A practical guide to Transformer architecture, from self-attention to encoder-decoder design.
A complete guide to HNSW graph indexing for ANN search, with a worked greedy-routing example and practical tuning advice.
A detailed guide to Product Quantization (PQ) for compact vector search with a complete worked encoding and distance approximation example.
A practical deep dive into IVF indexing for approximate nearest neighbor search, including a fully worked numeric example and tuning guidance.