GPT-2 Courses and Certifications

Nicholas Renotte

Generate Blog Posts with GPT2 and Hugging Face Transformers - AI Text Generation GPT2-Large

Learn to generate blog posts using GPT2 and Hugging Face Transformers. Master text encoding, AI-powered content creation, and output decoding for efficient writing and content production.

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

Runway

GPT-2 and Transformers

Explore text-based AI models, focusing on GPT-2 and Transformers. Learn about their architecture, capabilities, and potential applications in natural language processing.

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

Coding Train

Coding Train Late Night - GPT-2, Hue Lights, Discord Bot

Explore AI-driven text generation, smart lighting control, and Discord bot creation in this engaging late-night coding session. Dive into GPT-2, Hue Lights API, and more.

• YouTube
• 2 hours 26 minutes
• On-Demand
• Free Video

Coding Train

Coding Train Late Night - Fetch, GPT-2 and RunwayML

Late-night coding session exploring web scraping, machine learning, and IoT projects. Features dad joke scraping, GPT-2 model training, and Hue light control, culminating in a dad joke generator.

• YouTube
• 2 hours 7 minutes
• On-Demand
• Free Video

Yannic Kilcher

GPT-2: Language Models are Unsupervised Multitask Learners

Explore OpenAI's GPT-2 model, its capabilities in natural language processing tasks, and the implications of its performance on various datasets without explicit supervision.

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

Andrej Karpathy

Reproducing GPT-2 (124M) from Scratch - Implementation and Optimization

Comprehensive tutorial on reproducing GPT-2 (124M) from scratch, covering implementation, optimization, training setup, and results analysis. Includes practical coding and performance tuning tips.

• YouTube
• 4 hours 1 minute
• On-Demand
• Free Video

GOTO Conferences

Inside GPT - Large Language Models Demystified

Demystifying GPT algorithms: architecture, inner workings, and practical applications. Explore NLP fundamentals, train models, and learn to leverage ChatGPT and GPT4 for innovative solutions.

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

The Machine Learning Engineer

LLMOPS: Training a Small LLM (GPT-2) - Machine Learning and Data Science

Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.

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

Wolfram

Analyzing GPT-2's Brain Development

Explore GPT-2's inner workings through token manipulation, node analysis, and temperature adjustments to gain insights into its structure and functioning.

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

The Machine Learning Engineer

LLMOPS: Entrenamiento de un LLM nanoGPT (GPT2) en Español

Aprende a entrenar un LLM nanoGPT en español desde cero, crear datasets personalizados y realizar inferencias localmente utilizando un modelo GPT2 base.

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

Learn Hugging Face for Mastering Generative AI with LLMs

328 ratings at Udemy

LLMs & Transformers in Hugging Face: Dive into Hugging Face, Fine-tuning, Tokenization, and Datasets

• Udemy
• 1 hour 58 minutes
• On-Demand
• Paid Course

Aleksa Gordić - The AI Epiphany

VQ-GAN - Taming Transformers for High-Resolution Image Synthesis - Paper Explained

Explore VQ-GAN's innovative approach to high-resolution image synthesis, combining modified VQ-VAEs with GPT-2 for impressive results. Learn about perceptual loss, adversarial techniques, and comparisons with other models.

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

USENIX Enigma Conference

When Machine Learning Isn't Private

Exploring privacy risks in machine learning models, focusing on data leakage and extraction techniques. Discusses challenges in prevention and potential solutions for researchers and practitioners.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Edan Meyer

Trillion Parameter Models Are Here

Explore ZeRO-Infinity's breakthrough in training trillion-parameter ML models with limited GPUs, revolutionizing large-scale deep learning and expanding possibilities for AI researchers and practitioners.

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

Accelerating High-Performance Machine Learning at Scale in Kubernetes

Hands-on guide for deploying optimized machine learning models in cloud native ecosystems, focusing on GPT-2 NLP model deployment in Kubernetes using ONNX Runtime and Seldon Core Triton server.

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