Sam Witteveen Courses

LLaMA2 - What Are the Changes?

Explore the advancements in LLaMA2, including new base models, performance comparisons, and insights into its development and deployment on various platforms.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

LLaMA2 Tokenizer and Prompt Tricks

Explore LLaMA2 tokenizer tricks, prompt engineering techniques, and JSON conversion strategies to enhance your language model interactions and outputs.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

PaLM 2 Meets LangChain

Explore PaLM-2's integration with LangChain, covering chatbots, information retrieval, and database creation. Learn to leverage these powerful tools for advanced language processing and AI applications.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

LLaMA2 for Multilingual Fine Tuning

Explore multilingual fine-tuning capabilities of LLaMA2 and other language models, comparing performance and discussing implications for cross-lingual NLP tasks.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Investigating the Code Llama Models and Fine-Tuned Alternatives

Explore Code Llama models and fine-tuned alternatives, comparing their capabilities, benchmarks, and recent developments in AI-powered coding assistance.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Phi 1.5 - The Small Model Getting Big Results

Explore Phi 1.5, a small yet powerful language model. Learn about its development, capabilities, and potential applications through in-depth analysis and hands-on coding examples.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Using LangChain Output Parsers to Get What You Want Out of LLMs

Explore LangChain Output Parsers to enhance LLM results. Learn structured, comma-separated, Pydantic, fixing, and retry parsers for improved model outputs.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Testing Starcoder for Reasoning with PAL

Explore StarCoder's reasoning capabilities and compatibility with PAL Chain in LangChain through demonstrations, code examples, and practical tests.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

StarCoder - The LLM to Make You a Coding Star

Explore StarCoder's advanced code generation capabilities, including continuous coding and gap-filling. Learn about its applications, versions, and impressive 8,000-token sequence length for enhanced coding assistance.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI

Explore LangChain for retrieval QA using local language models like Flan T5-XL, FastChat-T5, StableVicuna, and WizardLM, without relying on OpenAI services.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Introducing Swarm: OpenAI's Groundbreaking Agent Framework with Code Examples

Explore OpenAI's Swarm framework through code examples, learning concepts and applications for multi-agent systems. Gain insights into routines, agent handoffs, context injection, and function calling.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Fine-Tuning Palm 2 and Creating Datasets - How-To Guide

Learn to fine-tune Palm 2 models and create custom datasets for improved AI performance. Explore Vertex AI, dataset creation, and model tuning techniques.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Florence-2: The Best Small Vision Language Model - Capabilities and Demo

Explore Florence-2, a powerful new Vision Language Model capable of detailed image captioning, visual grounding, and open vocabulary detection, with demonstrations and practical usage examples.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Ollama: Libraries, Vision Models, and OpenAI Compatibility Updates

Explore Ollama's new features: Python and JavaScript libraries, vision models, and OpenAI API compatibility. Hands-on demo showcases practical applications and integration possibilities.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Exploring Gemini 1.5 Pro: Large Context Window and Multimodal Capabilities

Explore Gemini 1.5's capabilities with a 1 million token context window through demos on document querying, code writing, and multimodal processing of video and images.

• YouTube
• 13 minutes
• Self-Paced
• Free Video