Tag: scalability
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The Cloudflare Blog: Billions and billions (of logs): scaling AI Gateway with the Cloudflare Developer Platform
Source URL: https://blog.cloudflare.com/billions-and-billions-of-logs-scaling-ai-gateway-with-the-cloudflare Source: The Cloudflare Blog Title: Billions and billions (of logs): scaling AI Gateway with the Cloudflare Developer Platform Feedly Summary: How we scaled AI Gateway to handle and store billions of requests, using Cloudflare Workers, D1, Durable Objects, and R2. AI Summary and Description: Yes Summary: The provided text discusses the launch…
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OpenAI : Simplifying, stabilizing, and scaling continuous-time consistency models
Source URL: https://openai.com/index/simplifying-stabilizing-and-scaling-continuous-time-consistency-models Source: OpenAI Title: Simplifying, stabilizing, and scaling continuous-time consistency models Feedly Summary: We’ve simplified, stabilized, and scaled continuous-time consistency models, achieving comparable sample quality to leading diffusion models, while using only two sampling steps. AI Summary and Description: Yes Summary: The text highlights advancements in continuous-time consistency models within the realm of…
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Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size
Source URL: https://cloud.google.com/blog/products/databases/how-prefab-scales-with-spanners-postrgesql-interface/ Source: Cloud Blog Title: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size Feedly Summary: TL;DR: We use Spanner’s PostgreSQL interface at Prefab, and we’ve had a good time. It’s easy to set up, easy to use, and — surprisingly — less expensive than other databases we’ve tried for…
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The Cloudflare Blog: Training a million models per day to save customers of all sizes from DDoS attacks
Source URL: https://blog.cloudflare.com/training-a-million-models-per-day-to-save-customers-of-all-sizes-from-ddos Source: The Cloudflare Blog Title: Training a million models per day to save customers of all sizes from DDoS attacks Feedly Summary: In this post we will describe how we use anomaly detection to watch for novel DDoS attacks. We’ll provide an overview of how we build models which flag unusual traffic…
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Hacker News: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges
Source URL: https://arxiv.org/abs/2408.13296 Source: Hacker News Title: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges Feedly Summary: Comments AI Summary and Description: Yes Summary: This guide extensively covers the fine-tuning of Large Language Models (LLMs), detailing methodologies, techniques, and practical applications. Its relevance to AI and LLM security professionals is underscored by discussions…
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AWS News Blog: AWS Weekly Roundup: Agentic workflows, Amazon Transcribe, AWS Lambda insights, and more (October 21, 2024)
Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-agentic-workflows-amazon-transcribe-aws-lambda-insights-and-more-october-21-2024/ Source: AWS News Blog Title: AWS Weekly Roundup: Agentic workflows, Amazon Transcribe, AWS Lambda insights, and more (October 21, 2024) Feedly Summary: Agentic workflows are quickly becoming a cornerstone of AI innovation, enabling intelligent systems to autonomously handle and refine complex tasks in a way that mirrors human problem-solving. Last week, we…
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Docker: Announcing IBM Granite AI Models Now Available on Docker Hub
Source URL: https://www.docker.com/blog/announcing-ibm-granite-ai-models-now-available-on-docker-hub/ Source: Docker Title: Announcing IBM Granite AI Models Now Available on Docker Hub Feedly Summary: IBM’s Granite AI models, optimized for business applications, are now available on Docker Hub, making it easier for developers to deploy, scale, and customize AI-powered apps. AI Summary and Description: Yes Summary: The announcement regarding IBM’s Granite…