AI Bites Courses

LLaVA: Large Language and Vision Assistant - Understanding the First Instruction-Following Multimodal Model

Discover how LLaVA pioneered instruction-tuned multimodal AI, combining language and vision capabilities to create a groundbreaking Large Multimodal Model for advanced visual understanding and interaction.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Quantization in Deep Learning: Types, Algorithms, and Implementation

Explore quantization techniques in deep learning, from uniform to non-uniform approaches, and learn practical implementation strategies for optimizing large-scale neural networks.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Textbooks Are All You Need - Understanding Microsoft's Phi-1.5 Model

Discover Microsoft's Phi-1.5, a compact yet powerful transformer-based language model that achieves remarkable performance despite its smaller size compared to other recent LLMs.

• YouTube
• 10 minutes
• On-Demand
• Free Video

LongNet: Understanding Transformer Scaling to 1 Billion Tokens - A Technical Overview

Dive into Microsoft's LongNet transformer architecture, exploring how dilated attention mechanisms enable processing of billion-token sequences and advance the field towards artificial general intelligence.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Understanding Robotics Transformer 2 (RT-2) - A Deep Dive into DeepMind's Vision-Language-Action Model

Explore DeepMind's RT2 model and discover how it bridges language models with robotics to enable intelligent reasoning and action in autonomous systems.

• YouTube
• 16 minutes
• On-Demand
• Free Video

LLAMA 2 Model Demo - Free UI Options Without Coding

Explore various free user interfaces for running LLAMA 2, including official demo app parameters and multiple platform options - perfect for non-technical users getting started with AI language models.

• YouTube
• 16 minutes
• On-Demand
• Free Video

LLAMA 2: Understanding Meta's Open-Source Language Model for Commercial Use

Discover Meta's LLAMA 2 language model, its training process, and implementation. Learn about its commercial-use features, RLHF training, Grouped-Query Attention, and how to set it up locally.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Orca LLM: Bridging the Gap Between ChatGPT and Open Source Models

Explore how Orca LLM achieves ChatGPT-level reasoning capabilities with just 13B parameters through innovative explanation tuning and advanced training strategies.

• YouTube
• 12 minutes
• On-Demand
• Free Video

MusicGen: Understanding Meta AI's Music Generation Model Architecture

Delve into Meta AI's MusicGen architecture, exploring vector quantization, melody conditioning, and interleaving patterns for high-quality AI music generation in just 13 minutes.

• YouTube
• 13 minutes
• On-Demand
• Free Video

ImageBind: A Multi-Modal AI Model for Unified Embedding Space

Explore Meta AI's ImageBind technology and its groundbreaking approach to unified AI learning across six modalities, from technical architecture to practical applications and results.

• YouTube
• 13 minutes
• On-Demand
• Free Video

DINOv2: Data Pipeline, Model Training and Results - Meta AI's Visual Feature Learning System

Delve into Meta AI's DINOv2 architecture, exploring its data pipeline, training methodology, and innovative features for robust visual processing without supervision in just 12 minutes.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Understanding Meta AI's Segment Anything Model (SAM) - Architecture, Data Engine, and Results

Dive into Meta AI's Segment Anything Model (SAM), exploring its architecture, innovative data engine, and zero-shot transfer learning capabilities for advanced image segmentation tasks.

• YouTube
• 16 minutes
• On-Demand
• Free Video

ChatGPT and Whisper API Tutorial - Building a Demo Application with Python

Master ChatGPT's Python API capabilities through hands-on demonstrations of text completion, chat, image generation, and speech features, culminating in building a Streamlit demo application.

• YouTube
• 19 minutes
• On-Demand
• Free Video

How ChatGPT is Trained - Model and Training Explained

Delve into the technical foundations and training methodology behind ChatGPT, exploring its model architecture, reinforcement learning principles, and step-by-step training process.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Meta MovieGen: Understanding Video Generation Model Architecture and Training

Dive into Meta's MovieGen AI model's architecture, training pipeline, and innovative features for revolutionary video generation, including temporal auto-encoding and superresolution techniques.

• YouTube
• 23 minutes
• On-Demand
• Free Video