Yannic Kilcher Courses

LLaMA- Open and Efficient Foundation Language Models - Paper Explained

2 ratings

Detailed explanation of Meta's LLaMA language models, covering training data, architecture, implementation, and performance. Explores how smaller models can outperform larger ones with optimized training.

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

GLIDE- Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

1 rating

Explore GLIDE, a text-guided diffusion model for photorealistic image generation and editing. Learn about diffusion models, conditional generation, and guided diffusion techniques for high-quality image synthesis.

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

Scaling Transformer to 1M Tokens and Beyond with RMT - Paper Explained

Explore the Recurrent Memory Transformer technique for scaling transformers to process 1 million tokens, examining its strengths, weaknesses, and potential impact on long-term dependency handling in NLP tasks.

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

AI Alignment Livestream - OpenAssistant "Just Chatting"

Explore AI alignment and OpenAssistant in this livestream. Yannic Kilcher discusses key concepts, challenges, and developments in the field of artificial intelligence alignment.

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

GPT-4 Is Here! What We Know So Far - Full Analysis

Comprehensive analysis of GPT-4's capabilities, improvements, and potential impact on AI technology, based on OpenAI's latest release and research findings.

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

Open Assistant Inference Backend Development

Hands-on coding session building streaming inference into Hugging Face's text generation server, covering CUDA, Python, Rust, gRPC, WebSockets, and server-sent events for AI development.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

ChatGPT - This AI Has a Jailbreak! - Unbelievable AI Progress

Explore ChatGPT's capabilities, origins, and potential risks. Learn about its underlying technology, amazing features, and ways to bypass safety mechanisms, while considering OpenAI's vision for the future.

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

Galactica - A Large Language Model for Science - Drama & Paper Review

Explore Galactica, a language model for science. Learn about its capabilities, controversy, dataset construction, reasoning methods, and performance in various scientific tasks.

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

Did Google's LaMDA Chatbot Just Become Sentient?

Explore the controversy surrounding Google's LaMDA chatbot and its alleged sentience. Analyze claims, examine language models, and delve into the philosophical questions of AI consciousness and recognition of machine sentience.

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

Sparse Expert Models - Switch Transformers, GLAM, and More With the Authors

Explore sparse expert models in AI, discussing their architecture, routing, history, applications, and future potential. Learn about Switch Transformers, GLAM, and advancements in efficient large-scale language models.

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

Typical Decoding for Natural Language Generation - Get More Human-Like Outputs From Language Models

Explore typical sampling, a new decoding method for language models that balances high-probability and high-information outputs, resulting in more diverse and interesting generated text.

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

One Model for All the Tasks - BLIP - Author Interview

Interview exploring BLIP, a versatile vision-language model that excels in both understanding and generation tasks. Discusses data bootstrapping, architecture evolution, and future directions in multi-modal AI research.

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

OpenAI Tackles Math - Formal Mathematics Statement Curriculum Learning

Explores OpenAI's innovative approach to formal mathematics using expert iteration, demonstrating improved performance in automated proof search and solving challenging olympiad-level problems.

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

Competition-Level Code Generation with AlphaCode - Paper Review

Explore DeepMind's AlphaCode system for solving competitive programming problems, its architecture, and performance in real competitions. Learn about key components and innovative techniques.

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

GPT-NeoX-20B - Open-Source Huge Language Model by EleutherAI - Interview With Co-Founder Connor Leahy

Interview exploring EleutherAI's GPT-NeoX-20B, a 20B parameter open-source language model. Discusses training process, hardware acquisition, model capabilities, and how to try it out.

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