๐ Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics - [repo]
๐ Building a Neural Network Classifier from the Ground Up: A Step-by-Step Guide - [repo]
๐ generative-ai-101 (v0.7.0): Annotated NBs to dive into Self-Attention, RAG, Knowledge-Graphs, ICL, Fine-Tuning & Model Optimization
๐ถ deep-symphony: python from-scratch implementation of a decoder model for music generation ๐งญ galapagos: AI-safety framework ๐ฑ *********: stealth-project
โ๏ธ Python, PyTorch โ๏ธ GPT, Cohere, Claude, Mistral, Llama โ๏ธ LangSmith, Weights & Biases โ๏ธ HuggingFace Transformers โ๏ธ RAG, Transfer-, In-Context Learning โ๏ธ Pandas, Scikit โ๏ธ LangChain, LlamaIndex โ๏ธ Neo4j, Pinecone, Weaviate โ๏ธ Fine-Tuning, Quantization