stp2y

34183 Posts
Text Generation using GPT2
24 May

Text Generation using GPT2

stp2y0 CommentsViral News
The first ever GPT model was released by OpenAI in 2018. Since then, we have seen tremendous research and models based on the same architecture. Although GPT1 is old by today’s standards, GPT2 still holds fairly well for many fine-tuning tasks. In this article, we will dive into fine-tuning GPT2 for text generation. In particular, we will teach the model to generate detective stories based on Arthur Conan Doyle’s Sherlock Holmes series. Figure 1. Text generation example using the trained GPT2 model. GPTs and similar large language models can be fine-tuned for various text generation tasks. With this article, we…
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24 May

4DS Plots ReRAM Roadmap – EE Times

stp2y0 CommentsNews
//php echo do_shortcode('[responsivevoice_button voice="US English Male" buttontext="Listen to Post"]') ?> 4DS Memory Limited has broken its radio silence to lay out its go-forward plans for its Resistive RAM (ReRAM) technology. The company said its interface switching capabilities based on PCMO (Praseodymium, Calcium, Manganese, Oxygen) delivers significant advantages over other filamentary ReRAM technologies, making its high-bandwidth, high-endurance persistent memory suitable for AI, big data and neural net applications. In a briefing with EE Times, chief strategy officer Peter Himes said 4DS’ ReRAM requires no refresh within its persistence window and can be “refreshed” within the DRAM operating window, which makes it…
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Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker | Amazon Web Services
24 May

Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker | Amazon Web Services

stp2y0 CommentsAI
In the rapidly evolving landscape of artificial intelligence (AI), the rise of generative AI models has ushered in a new era of personalized and intelligent experiences. Organizations are increasingly using the power of these language models to drive innovation and enhance their services, from natural language processing to content generation and beyond. Using generative AI models in the enterprise environment, however, requires taming their intrinsic power and enhancing their skills to address specific customer needs. In cases where an out-of-the-box model is missing knowledge of domain- or organization-specific terminologies, a custom fine-tuned model, also called a domain-specific large language model…
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Planet unveils platform to merge data with analytics
24 May

Planet unveils platform to merge data with analytics

stp2y0 CommentsChat-GPT
COLORADO SPRINGS – Planet unveiled a platform April 9 that merges Earth-observation datasets with Sentinel Hub cloud-based analytics and tools. The Planet Insights Platform is designed to help government and commercial customers rapidly analyze, stream and distribute data. “This breaks down the conventional barriers to leveraging the power of Earth-observation data while laying the foundation for future cutting-edge capabilities that make it easier for our partners to build solutions and our customers to get the answers they need,” Troy Toman, Planet senior vice president of product and software engineering, said in a statement. Planet gained Sentinel hub in 2023, when…
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China’s $10,000 EV is coming to Europe. Sorry, America.
24 May

China’s $10,000 EV is coming to Europe. Sorry, America.

stp2y0 CommentsRAG models
As some US drivers pine for more affordable electric vehicle options, America is left to watch the rest of the world get access to some of the cheapest EVs on the market.Chinese automaker BYD, Tesla's largest rival in China, announced last month that it will bring its affordable electric hatchback, the Seagull, to Europe as soon as 2025, Bloomberg reported.The Seagull's base model sells for less than $10,000 in China.While European consumers won't see that same price due to tariffs and local standards, according to Bloomberg, BYD executives have said that the car is expected to sell for less than…
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Can Scale Become the ‘Data Foundry’ for AI?
24 May

Can Scale Become the ‘Data Foundry’ for AI?

stp2y0 CommentsViral News
(DedMityay/Shutterstock) Scale AI, which provides data labeling and annotation software and services to organizations like OpenAI, Meta, and the Department of Defense, this week announced a $1-billion funding round at a valuation of nearly $14 billion, putting it in a prime position to capitalize on the generative AI revolution. Alexandr Wang founded Scale AI back in 2016 to provide labeled and annotated data, primarily for autonomous driving systems. At the time, self-driving vehicles seemed to be just around the corner, but getting the vehicles on the road in a safe manner has proven to be a tougher problem than originally…
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24 May

Michael Schumacher’s family win case against publisher over fake AI interview

stp2y0 CommentsChat-GPT
The family of Michael Schumacher have won their legal action against the publisher of a magazine that printed an artificial intelligence-generated interview with the multiple Formula One champion.The German celebrity magazine Die Aktuelle promoted on its cover in April 2023 the words: “Michael Schumacher, the first interview!” It also wrote “it sounds deceptively real”, with the supposed quotes attributed to Schumacher generated by AI.Sabine Kehm, the family spokesperson, told the Associated Press by email on Thursday that legal action was successful, without making any further comment. The compensation amount was reportedly €200,000.The German publisher, Funke magazines, apologised to Schumacher’s family…
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On the Utility of Conformal Prediction Intervals • David Stutz
24 May

On the Utility of Conformal Prediction Intervals • David Stutz

stp2y0 CommentsGenAI
This article is meant as an ad-hoc response to Ben Recht’s recent blog series on whether we need conformal prediction intervals. I have been thinking a lot about the use of conformal prediction myself and this seems like a good opportunity to share some thoughts and learnings from working on conformal prediction the past few years. Ben Recht recently published some blog articles questioning the utility of prediction intervals and sets, especially as obtained using distribution-free, conformal methods. In this article, I want to add some color to the discussion given my experience with applying these methods in various settings.…
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Data Machina #250
23 May

Data Machina #250

stp2y0 CommentsViral News
Llama 3: A Watershed AI moment? I reckon that the release of Llama 3 is perhaps one of the most important moments in AI development so far. The Llama 3 stable is already giving birth to all sorts of amazing animals and model derivatives. You can expect Llama 3 will unleash the mother of all battles against closed AI models like GPT-4.Meta AI just posted: ”Our largest Llama 3 models are over 400B parameters. And they are still being trained.” The upcoming Llama-400B will change the playing field for many independent researchers, little AI startups, one-man AI developers, and also…
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