5/26/2023 0 Comments Raspberry pi facebook notifier![]() March 13, 2023, 2023: Stanford releases Alpaca 7B, an instruction-tuned version of LLaMA 7B that "behaves similarly to OpenAI's " text-davinci-003" but runs on much less powerful hardware.March 13, 2023: Someone gets llama.cpp running on a Pixel 6 phone, also very slowly.March 12, 2023: LLaMA 7B running on NPX, a node.js execution tool.March 11, 2023: Artem Andreenko runs LLaMA 7B (slowly) on a Raspberry Pi 4, 4GB RAM, 10 sec/token.March 10, 2023: Georgi Gerganov creates llama.cpp, which can run on an M1 Mac.March 2, 2023: Someone leaks the LLaMA models via BitTorrent.February 24, 2023: Meta AI announces LLaMA.don't know where to chase first and get lost in the confusion.")įor example, here's a list of notable LLaMA-related events based on a timeline Willison laid out in a Hacker News comment: (Regarding AI's rate of progress, a fellow AI reporter told Ars, "It's like those videos of dogs where you upend a crate of tennis balls on them. Things are moving so quickly that it's sometimes difficult to keep up with the latest developments. And now, with optimizations that reduce the model size using a technique called quantization, LLaMA can run on an M1 Mac or a lesser Nvidia consumer GPU (although "llama.cpp" only runs on CPU at the moment-which is impressive and surprising in its own way). ![]() Typically, running GPT-3 requires several datacenter-class A100 GPUs (also, the weights for GPT-3 are not public), but LLaMA made waves because it could run on a single beefy consumer GPU. This morning I ran a GPT-3 class language model on my own personal laptop for the first time!ĪI stuff was weird already. That Stable Diffusion moment is happening again right now, for large language models-the technology behind ChatGPT itself. It feels to me like that Stable Diffusion moment back in August kick-started the entire new wave of interest in generative AI-which was then pushed into over-drive by the release of ChatGPT at the end of November. Here's what he wrote in a post on his blog: Independent AI researcher Simon Willison has compared this situation to the release of Stable Diffusion, an open source image synthesis model that launched last August. ![]() Since then, there has been an explosion of development surrounding LLaMA. Meta's restrictions on LLaMA didn't last long, because on March 2, someone leaked the LLaMA weights on BitTorrent. There was just one problem-Meta released the LLaMA code open source, but it held back the "weights" (the trained "knowledge" stored in a neural network) for qualified researchers only. LLaMA made a heady claim: that its smaller-sized models could match OpenAI's GPT-3, the foundational model that powers ChatGPT, in the quality and speed of its output. Other open source alternatives could not boast GPT-3-level performance on readily available consumer-level hardware.Įnter LLaMA, an LLM available in parameter sizes ranging from 7B to 65B (that's "B" as in "billion parameters," which are floating point numbers stored in matrices that represent what the model "knows"). Open source solutions do exist (such as GPT-J), but they require a lot of GPU RAM and storage space. Thus began the dream-in some quarters-of an open source large language model (LLM) that anyone could run locally without censorship and without paying API fees to OpenAI. Since ChatGPT launched, some people have been frustrated by the AI model's built-in limits that prevent it from discussing topics that OpenAI has deemed sensitive. (At least not today-as in literally today, March 13, 2023.) But what will arrive next week, no one knows. If this keeps up, we may be looking at a pocket-sized ChatGPT competitor before we know it.īut let's back up a minute, because we're not quite there yet. The GrovePi+ Base Kit gets you up and running with the GrovePi quickly.Further Reading Meta unveils a new large language model that can run on a single GPU The kit allows you to easily connect hundreds of sensors to the Raspberry Pi. The GrovePi board connects to the Raspberry Pi to the Grove Sensor System and is a Raspberry Pi Internet of Things Kit. Learn more about it on the GrovePi product page. It is built to work with all versions of the Raspberry Pi, a very powerful, yet small computer board about the size of a credit card. GrovePi is a hardware system that helps you connect, program, and control sensors to build your own smart devices. Visit the GrovePi Product Support & Documentation page for step-by-step tutorials, technical specs, detailed product pictures, and sample code libraries. Industrial & Collaborative Robots & Accessories.
0 Comments
Leave a Reply. |