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.
Converting BERT to ONNX and Inference with BERTTokenizer for C# - Machine Learning and Data Science
Convert Bert model to ONNX format and create a C# app using BERTTokenizer for inference with ONNX transformer models.
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.
Flux.1 Image-to-Image and LLM Prompt Enhancement in ComfyUI
Explore image-to-image composition control and AI-assisted prompt enhancement in ComfyUI, featuring Flux.1 workflows and LLM integration for improved image generation.
Text Summary Model with BERT
Explore BERT-based text summarization: task overview, algorithm implementation, and model weight importing for effective summary generation.
Computational Tools for Blockchain Forensics
Harness Wolfram Language for blockchain analysis, forensics, and visualization. Learn to read and write transactions, explore FTX token case study, and integrate with ChatGPT.
What Is ChatGPT Doing and Why Does It Work? - Episode 6
Explore the inner workings of ChatGPT and large language models, from word embedding to sentence generation, with insights on vector representation and randomness in AI-generated text.
What Is ChatGPT Doing? Training Neural Networks - Episode 4
Explore the inner workings of ChatGPT and large language models, covering neural network training, fine-tuning, reinforcement learning, and parameter optimization in this insightful discussion.
Understanding ChatGPT and Neural Networks for Human-Like Tasks
Explore the inner workings of ChatGPT and large language models, delving into neural networks, model fitting, and machine learning techniques for human-like tasks.
What Is ChatGPT Doing? Understanding Large Language Models - Episode 2
Explore the inner workings of ChatGPT and large language models, understanding their token-by-token generation process and the complexities behind their seemingly intelligent outputs.
What is ChatGPT Doing and Why Does it Work?
Explore ChatGPT's inner workings and functionality in this unscripted AMA session with Stephen Wolfram. Gain insights into AI language models and their impact on technology.
What Is ChatGPT Doing and Why Does It Work?
Explore the inner workings and underlying principles of ChatGPT, delving into its functionality and effectiveness in natural language processing and generation.
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.
Expedition to the LLM and AI Frontier - Navigating the Modern AI Landscape
Navigate the LLM and AI landscape as a data science leader. Learn to champion your team, educate company leaders, and leverage AI tools for successful implementation in your organization.
Vector Search at Uber - Implementing and Scaling KNN Search with Apache Lucene
Explore Uber's implementation of Vector Search using Apache Lucene, enabling semantic search and Gen AI support. Learn about HNSW algorithm integration, live vector updates, and scalability optimizations.
Do Pretrained Transformers Learn In-Context by Gradient Descent?
Explore the relationship between In-Context Learning and Gradient Descent in large language models, examining theoretical connections and empirical evidence from pre-trained transformers.
Using AI-Created Analogies in Education
Explore AI-generated analogies to enhance understanding of complex concepts in education, with hands-on practice using ChatGPT for personalized learning.
Introduction to Generative AI Tools
Explore generative AI tools and their applications in various fields. Gain insights into cutting-edge technologies shaping the future of artificial intelligence.
Virtual Health Assistants: Development and Applications in Mental Health Support
Explore AI-powered virtual health assistants for mental health support, covering safety, ethics, and real-world applications like ALLEVIATE-MH.
Introduction to ChatGPT and Its Applications
Explore ChatGPT's capabilities and practical applications in various fields, gaining insights into its potential impact on industries and everyday tasks.
Local Llama 3.2 (3B) Tutorial - Summarization, Structured Text Extraction, and Data Labelling
Explore Llama 3.2 (3B) on Ollama for summarization, data extraction, and labeling. Learn setup, coding, and practical applications in this hands-on tutorial.