A slightly improved Reflexion-based GPT-4 agent achieves state-of-the-art pass@1 results (88%) on HumanEval, outperforming GPT-4 (67.0%) and CodeT: Code Generation with Generated Tests (65.8%), which were the previous state-of-the-art standards. Relaxing Success Evaluation By using Reflexion to iteratively refine the current implementation, researchers are shifting the “accuracy bottleneck” from correct syntactic and semantic code generation …
An online survey of 1000 business leaders suggest that ChatGPT and AI systems will often be involved in the future interview process after companies use the AI to remove workers from some jobs in codewriting, customer support, research and content creation. The level of employment impact is still small as companies also got rid of …
Here is a timeline of open and proprietary large language models. Brian WangBrian Wang is a Futurist Thought Leader and a popular Science blogger with 1 million readers per month. His blog Nextbigfuture.com is ranked #1 Science News Blog. It covers many disruptive technology and trends including Space, Robotics, Artificial Intelligence, Medicine, Anti-aging Biotechnology, and …
Alpaca Turbo is a ChatGPT-like interface for all of your local models. This UI looks and behaves just like ChatGPT. The authors of Alpaca Turbo have been active iron out the bugs and are very active in their Discord. Here is the Github for Alpaca Turbo. Brian WangBrian Wang is a Futurist Thought Leader and …
OpenAI’s new GPT-4 api to ‘chat’ with a 56-page PDF document based on a real supreme court legal case. OpenAI recently announced GPT-4 (it’s most powerful AI) that can process up to 25,000 words – about eight times as many as GPT-3 – process images and handle much more nuanced instructions than GPT-3.5. You’ll learn …
Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT-4 language model. This program, driven by GPT-4, autonomously develops and manages businesses to increase net worth. As one of the first examples of GPT-4 running fully autonomously, Auto-GPT pushes the boundaries of what is possible with AI. There are some people experimenting with …
X-Tesla AI-Lead shows how to makeGeneratively Pretrained Transformer (GPT). He followed the paper “Attention is All You Need” and OpenAI’s GPT-2 / GPT-3. He talk about connections to ChatGPT, which has taken the world by storm. We also watch GitHub Copilot, itself a GPT, help us write a GPT. Watch the makemore videos to get …
Stephen Wolfram made WolframAlpha which is the main online program for math and physics solutions. He has made one of the first plugins for ChatGPT. He starts by explaining that ChatGPT and the large language models is able to generate human-like text and responses based upon extremely good statistical productions of the next word in …
Cerebras open sources seven GPT-3 models from 111 million to 13 billion parameters. Trained using the Chinchilla formula, these models set new benchmarks for accuracy and compute efficiency. Cerebras makes wafer scale computer chips. Cerebras-GPT has faster training times, lower training costs, and consumes less energy than any publicly available model to date. All models …
Gen-2: The Next Step Forward for Generative AI. It is a multi-modal AI system that can generate novel videos with text, images, or video clips. Arxiv- Structure and Content-Guided Video Synthesis with Diffusion Models Text-guided generative diffusion models unlock powerful image creation and editing tools. While these have been extended to video generation, current approaches …
Google has opened access to Bard which is an early experiment that lets you collaborate with generative AI. This is part of Google’s answer to Chatgpt. Bard is powered by a research large language model (LLM), specifically a lightweight and optimized version of LaMDA, and will be updated with newer, more capable models over time. …