Tag: advancement
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Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP
Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…
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Slashdot: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations
Source URL: https://tech.slashdot.org/story/24/11/11/144206/openai-and-others-seek-new-path-to-smarter-ai-as-current-methods-hit-limitations?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the challenges faced by AI companies like OpenAI in scaling large language models and introduces new human-like training techniques as a potential solution. This…
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The Register: The NPU: Neural processing unit or needless pricey upsell?
Source URL: https://www.theregister.com/2024/11/11/npu_debate/ Source: The Register Title: The NPU: Neural processing unit or needless pricey upsell? Feedly Summary: Tech for tech’s sake with niche uses that traditional hardware can handle Opinion If you haven’t heard of neural processing units (NPUs) by now, you must have missed a year’s worth of AI marketing from Intel, AMD,…
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Simon Willison’s Weblog: Quoting Matt Webb
Source URL: https://simonwillison.net/2024/Nov/11/matt-webb/ Source: Simon Willison’s Weblog Title: Quoting Matt Webb Feedly Summary: That development time acceleration of 4 days down to 20 minutes… that’s equivalent to about 10 years of Moore’s Law cycles. That is, using generative AI like this is equivalent to computers getting 10 years better overnight. That was a real eye-opening…
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Hacker News: Everything I’ve learned so far about running local LLMs
Source URL: https://nullprogram.com/blog/2024/11/10/ Source: Hacker News Title: Everything I’ve learned so far about running local LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an extensive exploration of Large Language Models (LLMs), detailing their evolution, practical applications, and implementation on personal hardware. It emphasizes the effects of LLMs on computing, discussions…