A new Apple research paper is taking the world by storm: LLM in a flash. ⚡ The ideas is simple: Making large language models (LLMs) work better on computers that don’t have a lot of memory. 👉 If you’re a human reader, chances are you’re reading this on such a computer or smartphone. If you’re … Read more
What Is Mixtral 8x7B? Mixtral 8x7B is a cutting-edge language model developed by Mistral AI. It outperforms the Llama 2 70B model on various benchmarks, while being six times faster. Notably, it can speak multiple languages and is a skilled coder. Plus it can manage a sequence length (context window) of 32,000 tokens. How Fast … Read more
Huawei’s Pangu-Weather AI model represents a significant advancement in weather forecasting. This model is the first AI prediction model to outperform traditional numerical weather forecast methods in terms of accuracy and speed. It processes data 10,000 times faster than conventional methods, reducing the global weather prediction time to just seconds. Note that this is not … Read more
💡 Disclaimer: I own TSLA and this is not investment advice. Most people, when thinking about Tesla, primarily consider its car models like the Model 3, Model S, and the recently launched Cybertruck. Enthusiasts often discuss its role in promoting safe driving, the potential of its robotaxi fleet network, and the expected profits these innovations … Read more
In a remarkable feat of technology and science, Google DeepMind’s AI system, GNoME, has discovered over 2.2 million new crystal materials, including 380,000 that are considered stable and potentially useful for future technologies. 🔗 Image credits This discovery represents an advancement equivalent to nearly 800 years’ worth of knowledge in material science. With such a … Read more
Abstract: Is the prompting technique of offering GPT-4 Turbo a tip for a perfect answer effective? There’s little formal research on this topic at the time of writing. Our initial experiments on a coding-related prompt show that tipping may offer some benefits, although the tipping amounts seem crucial. For example, if the offered tip is … Read more
How do you copy GPT-4 without actually copying the model weights? In this article, you’ll learn how! 💡 Researchers from UC Berkeley have unveiled Starling-7B, an innovative large language model (LLM) trained using Reinforcement Learning from AI Feedback (RLAIF), as opposed to the Reinforcement Learning from Human Feedback (RLHF) approach used by many competitors. Starling-7B … Read more
First, we know very little about Q* or Q Star, and the little we know (publicly) draws from multiple sources and involves a lot of speculation, so take everything in this article with a grain of salt. With this disclaimer out of the way, let’s dive right in: Where Does the Name Q* (Q-Star) Come … Read more
The landscape of AI technology is rapidly evolving, with several companies emerging as key competitors to OpenAI. Each of these competitors brings unique strengths and approaches to the field, challenging OpenAI’s dominance in various ways. What are some good companies, apart from OpenAI, to work for and participate in the growth of the AI industry? … Read more
Try It Yourself You can run the code llama 2 code completion model right here on the Finxter blog: If the embedding doesn’t work for some reason, check out this URL of the Huggingface space. Example Fibonacci I have asked Code Llama 2 to complete my code “def fibonacci(n)” and it did it flawlessly! See … Read more
The State of AI Report 2023, encapsulates vital AI advancements in research, industry, and politics. It underscores GPT-4’s triumph, NVIDIA’s ascension to a $1T market cap due to GPU demand, and the proliferating open-source AI community with 32M LLaMa model downloads on Hugging Face in a month. While Chat-GPT emerges as a developer favorite, GenAI’s … Read more
In the age of alien technology — large language models (LLMs), advanced AI and machine learning — it’s easy to fall into the belief that human roles, especially in tasks like software engineering, are on the verge of being replaced. I’m definitely guilty of prematurely announcing various job roles dead, even though they are not … Read more