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#Art & Design #Adobe #ChatGPT #GitHub

#GPT-2

Showing: 27 courses
Eran Feit

Automatic Image Captioning with Vision Transformer and GPT-2

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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…
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1 Lesons
16 minutes
On-Demand
Free-Video
The Machine Learning Engineer

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

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Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.
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1 Lesons
53 minutes
On-Demand
Free-Video
Coding Train

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

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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.
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10 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Coding Train

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

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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.
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12 Lesons
2 hours 7 minutes
On-Demand
Free-Video
The Machine Learning Engineer

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

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Aprende a entrenar un LLM nanoGPT en español desde cero, crear datasets personalizados y realizar inferencias localmente utilizando un modelo GPT2 base.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

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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.
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1 Lesons
35 minutes
On-Demand
Free-Video
Valence Labs

Structure-Independent Peptide Binder Design via Generative Language Models

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Explore innovative peptide design techniques using generative language models for targeting undruggable proteins, with applications in disease treatment and protein modulation.
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10 Lesons
1 hour 1 minute
On-Demand
Free-Video
1littlecoder

Streamlit AI Text Generation Web App with GPT-2 Models

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Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.
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1 Lesons
21 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Mission: Impossible - Testing Language Models on Unnatural Grammar Rules

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Explore groundbreaking research challenging assumptions about language models' ability to learn impossible languages through systematic experiments with synthetic language variations and GPT-2.
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1 Lesons
58 minutes
On-Demand
Free-Video
Discover AI

Intelligence at the Edge of Chaos - Understanding Complex Reasoning in Overparameterized LLMs

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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.
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11 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerating High-Performance Machine Learning at Scale in Kubernetes

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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.
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1 Lesons
36 minutes
On-Demand
Free-Video
Edan Meyer

Trillion Parameter Models Are Here

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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.
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6 Lesons
27 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

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

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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.
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15 Lesons
30 minutes
On-Demand
Free-Video
Nicholas Renotte

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

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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.
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9 Lesons
21 minutes
On-Demand
Free-Video
Runway

GPT-2 and Transformers

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Explore text-based AI models, focusing on GPT-2 and Transformers. Learn about their architecture, capabilities, and potential applications in natural language processing.
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6 Lesons
13 minutes
On-Demand
Free-Video
Samuel Chan

LangChain and HuggingFace Integration - Using GPT-2 Without OpenAI Credits

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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.
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1 Lesons
25 minutes
On-Demand
Free-Video
1littlecoder

Image Captioning Python App with ViT and GPT2 Using Hugging Face Models - Applied Deep Learning

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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.
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1 Lesons
25 minutes
On-Demand
Free-Video
Yannic Kilcher

GPT-2: Language Models are Unsupervised Multitask Learners

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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.
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1 Lesons
28 minutes
On-Demand
Free-Video
1littlecoder

Reproducing Karpathy's GPT-2 for Audio - ML Scientist's Approach

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Explore the reproduction of Karpathy's GPT-2 model for audio, showcasing innovative applications of machine learning in sound processing and generation.
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1 Lesons
31 minutes
On-Demand
Free-Video
Andrej Karpathy

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

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Comprehensive tutorial on reproducing GPT-2 (124M) from scratch, covering implementation, optimization, training setup, and results analysis. Includes practical coding and performance tuning tips.
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31 Lesons
4 hours 1 minute
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

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Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.
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1 Lesons
31 minutes
On-Demand
Free-Video
GOTO Conferences

Inside GPT - Large Language Models Demystified

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Demystifying GPT algorithms: architecture, inner workings, and practical applications. Explore NLP fundamentals, train models, and learn to leverage ChatGPT and GPT4 for innovative solutions.
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15 Lesons
47 minutes
On-Demand
Free-Video
Wolfram

Analyzing GPT-2's Brain Development

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Explore GPT-2's inner workings through token manipulation, node analysis, and temperature adjustments to gain insights into its structure and functioning.
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8 Lesons
27 minutes
On-Demand
Free-Video
USENIX Enigma Conference

When Machine Learning Isn't Private

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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.
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12 Lesons
23 minutes
On-Demand
Free-Video
Oxen

Understanding Text Generation Through Diffusion Models - From Theory to Implementation

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Dive into discrete diffusion modeling for text generation, exploring probability distributions, score-based modeling, and practical applications in generative AI that rival GPT-2's capabilities.
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11 Lesons
42 minutes
On-Demand
Free-Video
NDC Conferences

Inside GPT - Large Language Models Demystified

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Demystifying GPT algorithms: from fundamentals to advanced applications. Explore NLP concepts, model training, ChatGPT capabilities, and practical implementation strategies for leveraging AI in your solutions.
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1 Lesons
1 hour
On-Demand
Free-Video
ChemicalQDevice

How to Re-Code LLMs Layer by Layer with Tensor Network Substitutions

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Explore strategies for recoding Large Language Models using tensor network substitutions to enhance explainability, compression, and performance on smaller devices.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video