AI Rap Bot: Creating Lyrics and Vocals with Tacotron 2 and ChatGPT
Explore AI-powered rap generation using Tacotron 2 and ChatGPT. Learn to create a user-friendly interface with Gradio for generating lyrics and vocals.
GPT-3 Tutorial: Building Projects for Email Writing and Ad Slogan Generation
Hands-on tutorial exploring GPT-3's capabilities through practical projects, including LaTeX translation, email composition, and ad slogan generation. Covers API setup, model parameters, and unexpected results.
Build ChatGPT Chatbots with LangChain Memory - Understanding and Implementing Memory in Conversations
Explore different memory types for ChatGPT chatbots using LangChain, including buffer, summary, window, and vectorstore memory. Learn implementation techniques for coherent conversations.
LangChain Models- ChatGPT, Flan Alpaca, OpenAI Embeddings, Prompt Templates & Streaming
Explore LangChain's capabilities with chat models, embeddings, and prompt templates. Learn to enhance responses and stream output for efficient language model integration.
ChatGPT - Water Sector Applications
Explore AI and large language models in water industry applications, including ChatGPT capabilities, live demos, software integration, and potential risks and opportunities.
LaMini-LM - Mini Models Maxi Data
Explore LaMini-LM: mini language models trained on diverse, large-scale instruction data. Learn about dataset creation, model training, and practical applications through paper analysis and code demonstrations.
How EleutherAI Trains and Releases LLMs - Interview with Stella Biderman
Explore EleutherAI's approach to LLM development, covering model selection, training techniques, GPU choices, and interpretability challenges in this insightful interview with Stella Biderman.
FrugalGPT: How to Not Get Broke Using GPT4
Learn cost-effective strategies for utilizing GPT-4, maximizing its potential while minimizing expenses. Discover tips and tricks to optimize your usage and get the most value from this powerful AI tool.
Are LLMs the Future of Recommender Systems?
Explore the potential of Large Language Models in revolutionizing recommender systems, discussing their advantages, challenges, and future implications for personalized content delivery.
Building an Entity Extraction Model Using BERT
Learn to build an entity extraction model using BERT, transformers library, and PyTorch. Covers dataset preparation, configuration, training, and prediction for creating custom entity extraction solutions.
Spark NLP - State-of-the-Art Natural Language Processing at Scale
Discover scalable NLP techniques using Apache Spark, covering core algorithms, BERT embeddings, and multi-lingual challenges. Learn to build efficient pipelines for various NLP tasks through practical demonstrations.
Building a Pipeline for State-of-the-Art NLP Using Hugging Face Tools
Learn to build state-of-the-art NLP pipelines using Hugging Face tools. Explore tokenization, transformer networks, and various NLP tasks like sentiment analysis and question answering.
Natural Language Processing - Sam Bowman (NYU)
Explore recent progress in general-purpose language understanding models through GLUE and SuperGLUE benchmarks. Discuss evaluation techniques and future directions in NLP research.
Cohere vs. OpenAI Embeddings - Multilingual Search
Explore multilingual semantic search using Cohere's new model, comparing it with OpenAI's GPT 3.5. Learn implementation, data preparation, vector indexing, and query techniques for enhanced search capabilities.
Conversational AI with Transformer Models - Building Blocks and Optimization Techniques
Explore building conversational AI agents using transformer models, covering advantages over RNN/LSTM, knowledge distillation, and model compression techniques for efficient production deployment.
ChatGPT Plugins - Build Your Own in Python
Learn to build ChatGPT plugins in Python using OpenAI's template. Covers setup, deployment, and integration with ChatGPT, focusing on a retrieval plugin for LangChain documentation.
Let's Build an AI Voice Assisted Using ChatGPT API - ChatGPT API Tutorial - Generative AI Series
Build an AI voice assistant using ChatGPT API, exploring generative AI capabilities and integrating voice technology for interactive and intelligent conversational experiences.
Creating Security Policies and Controls for Kubernetes Using ChatGPT
Explore how to leverage ChatGPT for creating robust security policies and controls in Kubernetes environments, enhancing your cloud-native security practices.
ChatGPT, Stable Diffusion, and the Future of Open Source AI
Explore the impact of generative AI on open source ethics, data usage, and individual rights, with insights from a leading AI scientist on the future of this technology.
The AI Dilemma - Risks and Challenges of Advanced AI Tools
Explore the risks and ethical concerns surrounding AI deployment, focusing on ChatGPT, with insights from tech experts on closing the gap between public perception and insider knowledge.
Nature Reviews Physics - Science in the Age of Large Language Models
Explore the impact of Large Language Models on scientific research and publishing, discussing challenges, opportunities, and future implications for the field.