Introduction What is Eleuther AI? Eleuther AI is a non-profit organization focused on enhancing machine learning and artificial intelligence. They aim to make AI accessible and beneficial for everyone. Brief on Language Models and LLM Language models like GPT and LLM have become prominent for natural language processing tasks. LLM, or Lifelong Learning Machines, are … Read more
Google AI Develops Technique to Expand Context Window for LLMs Google AI researchers have developed a new technique called “Ring Attention” that allows large language models (LLMs) to process and learn from context windows of up to 250 times larger than previously possible. LLMs are a type of AI model that can generate and understand … Read more
Understanding Large Language Models (LLM): A Deep Dive Introduction Large Language Models (LLMs) have emerged as some of the most sophisticated AI algorithms in recent years, revolutionizing the field of natural language processing (NLP). Powered by deep learning technology, LLMs have demonstrated remarkable capabilities in understanding and generating human-like text. In this blog post, we … Read more
Enhancing Language Models with OpenAI’s GPT-3.5 Turbo Fine-Tuning and API Updates Introduction In the dynamic landscape of artificial intelligence, OpenAI continues to push the boundaries of what’s possible with their latest announcement regarding GPT-3.5 Turbo fine-tuning and API updates[^1]. This strategic move not only demonstrates OpenAI’s commitment to refining their models but also underlines their … Read more
Unleashing the Potential: Elevating Input Prompts with Verb-Centric Precision Introduction: Greetings, prompt engineering enthusiasts! As we journey through the fascinating landscape of prompt engineering, we arrive at the twelfth methodology: “Using Verbs to Enhance Input Prompts.” In our previous explorations, we’ve dived into sentiment analysis, text transformation, expert personas, and more. Today, we unravel the … Read more
Decoding the Dynamics: Zero-Shot vs. Few-Shot Prompts in Prompt Engineering Introduction: Greetings, fellow prompt engineering aficionados! As our journey through the intricacies of prompt engineering continues, we find ourselves at the sixth methodology: “Zero-Shot vs. Few-Shot Prompts.” In our previous posts, we’ve ventured into sentiment analysis, data extraction, summarization, output formatting, and foundational elements. Today, … Read more
Enhancing User Experience with LitellM: A Proxy Server for Large Language Models Large language models (LLMs) are becoming increasingly popular for a variety of tasks, such as natural language generation, machine translation, and question answering. However, LLMs can be expensive to use, and they can also be difficult to set up and maintain. liteLLM is … Read more
Exploring the Power of GPT-4: Unveiling New Features and Capabilities OpenAI has announced an upgrade to its ChatGPT language model, which now uses the GPT-4 engine. The upgrade also includes a number of new features, such as prompt examples, a Code Interpreter plugin, a keyboard shortcut, and a search function in the developer documentation. The … Read more
LangChain Announces LangSmith, a Unified Platform for LLM Development LangChain, a leading provider of large language model (LLM) technology, today announced the release of LangSmith, a unified platform for debugging, testing, evaluating, and monitoring LLM applications. LangSmith is designed to help developers bridge the gap between prototype and production, by providing a comprehensive set of … Read more
Apple Develops AI Large Language Model Apple is reportedly developing an AI large language model (LLM) internally, similar to OpenAI’s ChatGPT. The system, called Ajax, is being tested as a chatbot service, which some engineers are calling “Apple GPT.” The news of Apple’s AI LLM development has been met with excitement by investors, who … Read more