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Deploying LLMs Into Production Using TensorRT LLM

A guide on accelerating inference performanceImage by author — Created using Stable Diffusion XLIntroOpen-source large language models have lived up to the hype. Many companies that use GPT-3.5 or GPT-4 in production have realized that these models are simply not scalable from a cost perspective. Because of this, enterprises are looking for good open-source alternatives. Recent models like Mixtral and Llama 2 have shown stellar results when it comes to output quality. But, scaling these models to support thousands of…

ChatGPT shortly devolved into an AI mess

Jacob Roach / Digital Trends I’ve seen my fair share of unhinged AI responses — not the least of which was when Bing Chat told me it wanted to be human last year — but ChatGPT has stayed mostly sane since it was first introduced. That’s changing, as users are flooding social media with unhinged, nonsensical responses coming from the chatbot. In a lot of reports, ChatGPT simply spits out gibberish. For example, u/Bullroarer_Took took to the ChatGPT subreddit to showcase a response in which a series of jargon and…

Google DeepMind announces Gemini 1.5: 5 things to know about its latest LLM

Expanding its family of Large Language Models (LLMs), Google on Thursday took the wraps off Gemini 1.5. The Mountain View-based company first debuted its next-generation artificial intelligence (AI) models just a few months ago, and it has been hard at work improving upon the capabilities of Gemini 1.0. Google says Gemini 1.5 is the fruit of rigorous testing and refining, aiming to deliver a “dramatically enhanced performance.” Here are 5 things to know about Gemini 1.5.What is Google Gemini?Google Gemini has been…

Google’s Gemini 1.5 Ultra LLM dives deep into oceans of video and audi

Just last week, Google unveiled its new AI chatbot lineup, featuring Gemini Advanced—its best bot, based on its most powerful large language model, Gemini 1.0 Ultra. But Gemini 1.0 Ultra’s reign as the company’s flagship LLM could turn out to be brief.Today the company is announcing Gemini 1.5 Pro, an update to its middle-tier LLM. It says the improvements result in an LLM in the same zip code, power-wise, as Gemini 1.0 Ultra. And in a briefing for reporters on Wednesday, Google DeepMind principal scientist Oriol Vinyals…

Proximal Policy Optimization (PPO): The Key to LLM Alignment

Modern policy gradient algorithms and their application to language models…Continue reading on Towards Data Science » Modern policy gradient algorithms and their application to language models…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all…

llm: Sharp companies leverage data to build out healthcare LLMs

Companies are leveraging healthcare data – hospital enterprise data and publicly available clinical trial data – to create large language models (LLMs) for hospitals and other enterprise clients.Firms such as Samsung Electronics' Harman and healthcare firm Vizzy have found this to be a viable revenue model as they have discovered ways to monetise this data, said industry executives.Elevate Your Tech Prowess with High-Value Skill CoursesOffering CollegeCourseWebsiteIIM KozhikodeIIMK Advanced Data Science For…

Apple reveals AI tool that can turn still images into animations — Keyframer research shows LLM animation powered by GPT-4

A 31-page research report has just been published, showing off a brand-new animation tool that could be a huge step in AI implementation for Apple. VentureBeat initially spotted the report entitled “Keyframer: Empowering Animation Design using Large Language Models.” In the report, Keyframer is described as a tool powered by Large Language Models like Open AI’s ChatGPT-4 that can turn simple images into animations. The research paper for Keyframer says: “Keyframer takes advantage of the code generation capabilities of…

OpenAI: OpenAI gets partial win in authors’ US copyright lawsuit

A federal judge in California has dismissed parts of a copyright lawsuit brought by comedian Sarah Silverman, Michael Chabon, Ta-Nehisi Coates and other authors against OpenAI over its alleged use of their books to train the large language model underlying its popular chatbot ChatGPT.U.S. District Judge Araceli Martinez-Olguin on Monday granted most of Microsoft-backed OpenAI's motion to dismiss many of the writers' claims for now, rejecting their arguments that the content generated by ChatGPT infringes their copyrights…

RTX GPUs now come with a local AI chatbot. Is it any good?

Nvidia It’s been difficult to justify packing dedicated AI hardware in a PC. Nvidia is trying to change that with Chat with RTX, which is a local AI chatbot that leverages the hardware on your Nvidia GPU to run an AI model. It provides a few unique advantages over something like ChatGPT, but the tool still has some strange problems. There are the typical quirks you get with any AI chatbot here, but also larger issues that prove Chat with RTX needs some work. Meet Chat with RTX Here’s the most obvious question about…

Google One AI Premium: what is it and how much does it cost?

Google Google is introducing a new AI-enabled tier of Google One, shortly after announcing a rebrand of its Bard AI chatbot. The chatbot is now called Gemini, following the sequence of its base large language model (LLM). Google has also recently announced several other service updates, including Gemini Advanced, a paid tier of Gemini based on the new Ultra 1.0 language model. Bard becomes Gemini | Ultra 1.0 and a new mobile app According to TechCrunch, Sissie Hsiao, Google assistant vice president, said at a recent…