Hands-On Large Language Models

1. Language AI 2. Tokens and Embeddings 2.1. LLM Tokenization 2.2. Token Embeddings 2.3. Text Embeddings 3. Large Language Models 3.1. Inputs and Outputs 3.2. Components 3.3. Probability Distribution (Sampling/Decoding) 3.4. Parallel Token Processing and Context Size 3.5. Keys and Values Caching 3.6. Transformer Block 4. Text Classification 4.1. Representation Models 4.1.1. Task-Specific Model…