Automatic Image Captioning with Vision Transformer and GPT-2
Learn how to generate descriptive captions for images using Python and PyTorch in this 16-minute tutorial. Explore the process of automatic image captioning with the pre-trained 'nlpconnect/vit-gpt2-image-captioning' model from Hugging Face. Set up the V…
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.
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.
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.
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.
Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models
Integra Semantic Kernel SDK con modelos Huggingface para generación y resumen de texto usando GPT2 y T5-base. Explora text-generation, text2text-generation y summarization.
Structure-Independent Peptide Binder Design via Generative Language Models
Explore innovative peptide design techniques using generative language models for targeting undruggable proteins, with applications in disease treatment and protein modulation.
Streamlit AI Text Generation Web App with GPT-2 Models
Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.
Mission: Impossible - Testing Language Models on Unnatural Grammar Rules
Explore groundbreaking research challenging assumptions about language models' ability to learn impossible languages through systematic experiments with synthetic language variations and GPT-2.
Intelligence at the Edge of Chaos - Understanding Complex Reasoning in Overparameterized LLMs
Explore groundbreaking research on how intelligence emerges in LLMs through complex datasets, focusing on the critical balance between order and chaos in cellular automata-based training.
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.
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.
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.
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.
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.
LangChain and HuggingFace Integration - Using GPT-2 Without OpenAI Credits
Explore LangChain with GPT-2 and HuggingFace for AI development without OpenAI costs. Learn to integrate cutting-edge LLMs, text embeddings, and vector stores for innovative applications.
Image Captioning Python App with ViT and GPT2 Using Hugging Face Models - Applied Deep Learning
Learn to create an image captioning app using ViT and GPT2 models from Hugging Face. Build a Gradio interface and deploy it on the Model Hub for easy access and sharing.
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.
Reproducing Karpathy's GPT-2 for Audio - ML Scientist's Approach
Explore the reproduction of Karpathy's GPT-2 model for audio, showcasing innovative applications of machine learning in sound processing and generation.
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.
Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models
Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.