Tag: metrics

Source URL: https://arxiv.org/abs/2410.21228 Source: Hacker News Title: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a comparative study of Low-Rank Adaptation (LoRA) and full fine-tuning for large language models (LLMs). It reveals significant differences in how each method alters pre-trained models, particularly focusing…

AWS News Blog: Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters

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Source URL: https://aws.amazon.com/blogs/aws/introducing-express-brokers-for-amazon-msk-to-deliver-high-throughput-and-faster-scaling-for-your-kafka-clusters/ Source: AWS News Blog Title: Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters Feedly Summary: With 3x throughput, 20x faster scaling, and 90% reduced recovery time, Express brokers deliver unmatched performance for Apache Kafka on AWS, streamlining operations while cutting infrastructure costs by…

Cloud Blog: Getting started with NL2SQL (natural language to SQL) with Gemini and BigQuery

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Source URL: https://cloud.google.com/blog/products/data-analytics/nl2sql-with-bigquery-and-gemini/ Source: Cloud Blog Title: Getting started with NL2SQL (natural language to SQL) with Gemini and BigQuery Feedly Summary: The rise of Natural Language Processing (NLP) combined with traditional Structured Query Language (SQL) has given rise to an exciting new technology known as Natural Language to SQL, or NL2SQL, which translates questions phrased…

The Register: Arm’s royalty revenues boom, execs talk up hopes for AI bonanza

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Source URL: https://www.theregister.com/2024/11/07/arm_q2_2025/ Source: The Register Title: Arm’s royalty revenues boom, execs talk up hopes for AI bonanza Feedly Summary: Q2 climbs 23% on Armv9 adoption, but licensing dips Smartphone chip champ Arm is crowing over expanding royalty revenues, driven by uptake of Armv9 technology, yet execs can’t stop talking up AI as its future…

The Cloudflare Blog: A look at the latest post-quantum signature standardization candidates

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Source URL: https://blog.cloudflare.com/another-look-at-pq-signatures Source: The Cloudflare Blog Title: A look at the latest post-quantum signature standardization candidates Feedly Summary: NIST has standardized four post-quantum signature schemes so far, and they’re not done yet: there are fourteen new candidates in the running for standardization. In this blog post we take measure of them and discover why…

Hacker News: Evaluating the World Model Implicit in a Generative Model

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Source URL: https://arxiv.org/abs/2406.03689 Source: Hacker News Title: Evaluating the World Model Implicit in a Generative Model Feedly Summary: Comments AI Summary and Description: Yes Summary: This paper delves into the evaluation of world models implicitly learned by generative models, particularly large language models (LLMs). It highlights the potential limitations and fragilities of these models in…

Slashdot: Anthropic’s Haiku 3.5 Surprises Experts With an ‘Intelligence’ Price Increase

Nov 6, 2024

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Source URL: https://news.slashdot.org/story/24/11/06/2159204/anthropics-haiku-35-surprises-experts-with-an-intelligence-price-increase?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Anthropic’s Haiku 3.5 Surprises Experts With an ‘Intelligence’ Price Increase Feedly Summary: AI Summary and Description: Yes Summary: The launch of Anthropic’s Claude 3.5 Haiku AI model comes with a significant price hike, drawing attention and criticism within the AI community. This increase reflects the model’s enhanced capabilities, which…

Hacker News: 131M American Buildings

Nov 6, 2024

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Source URL: https://tech.marksblogg.com/ornl-fema-buildings.html Source: Hacker News Title: 131M American Buildings Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the development of an AI-generated US Building Dataset by Oak Ridge National Laboratory (ORNL), which employs convolutional neural networks (CNNs) to improve the accuracy of building data extracted from various satellite imagery sources.…

The Register: Thanks Linus. Torvalds patch improves Linux performance by 2.6%

Nov 6, 2024

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