Cloud Security Alliance News Clipping Site

Tag: performance optimization

  • Cloud Blog: Sustainable silicon to intelligent clouds: collaborating for the future of computing

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/topics/systems/2024-ocp-global-summit-keynote/ Source: Cloud Blog Title: Sustainable silicon to intelligent clouds: collaborating for the future of computing Feedly Summary: Editor’s note: Today, we hear from Parthasarathy Ranganathan, Google VP and Technical Fellow and Amber Huffman, Principal Engineer. Partha delivered a keynote address today at the 2024 OCP Global Summit, an annual conference for leaders,…

  • Hacker News: Show HN: Arch – an intelligent prompt gateway built on Envoy

    —

    by

    system automation
    in

    Source URL: https://github.com/katanemo/arch Source: Hacker News Title: Show HN: Arch – an intelligent prompt gateway built on Envoy Feedly Summary: Comments AI Summary and Description: Yes Summary: This text introduces “Arch,” an intelligent Layer 7 gateway designed specifically for managing LLM applications and enhancing the security, observability, and efficiency of generative AI interactions. Arch provides…

  • Cloud Blog: How Shopify improved consumer search intent with real-time ML

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/products/data-analytics/how-shopify-improved-consumer-search-intent-with-real-time-ml/ Source: Cloud Blog Title: How Shopify improved consumer search intent with real-time ML Feedly Summary: In the dynamic landscape of commerce, Shopify merchants rely on our platform’s ability to seamlessly and reliably deliver highly relevant products to potential customers. Therefore, a rich and intuitive search experience is an essential part of our…

  • Hacker News: Llama 405B 506 tokens/second on an H200

    —

    by

    system automation
    in

    Source URL: https://developer.nvidia.com/blog/boosting-llama-3-1-405b-throughput-by-another-1-5x-on-nvidia-h200-tensor-core-gpus-and-nvlink-switch/ Source: Hacker News Title: Llama 405B 506 tokens/second on an H200 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in LLM (Large Language Model) processing techniques, specifically focusing on tensor and pipeline parallelism within NVIDIA’s architecture, enhancing performance in inference tasks. It provides insights into how these…

  • Hacker News: Simonw’s notes on Cloudflare’s new SQLite-backed "Durable Objects" system

    —

    by

    system automation
    in

    Source URL: https://simonwillison.net/2024/Oct/13/zero-latency-sqlite-storage-in-every-durable-object/ Source: Hacker News Title: Simonw’s notes on Cloudflare’s new SQLite-backed "Durable Objects" system Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the enhancements to Cloudflare’s Durable Object platform, where the system evolves to leverage zero-latency SQLite storage. This architectural design integrates application logic directly with data, which offers…

  • Hacker News: Run Llama locally with only PyTorch on CPU

    —

    by

    system automation
    in

    Source URL: https://github.com/anordin95/run-llama-locally Source: Hacker News Title: Run Llama locally with only PyTorch on CPU Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides detailed instructions and insights on running the Llama large language model (LLM) locally with minimal dependencies. It discusses the architecture, dependencies, and performance considerations while using variations of…

  • Cloud Blog: Database Center — your AI-powered, unified fleet management solution

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/products/databases/database-center-preview-now-open-to-all-customers/ Source: Cloud Blog Title: Database Center — your AI-powered, unified fleet management solution Feedly Summary: Organizations are grappling with an explosion of operational data spread across an increasingly diverse and complex database landscape. This complexity often results in costly outages, performance bottlenecks, security vulnerabilities, and compliance gaps, hindering their ability to extract…

  • Simon Willison’s Weblog: Anthropic: Message Batches (beta)

    —

    by

    system automation
    in

    Source URL: https://simonwillison.net/2024/Oct/8/anthropic-batch-mode/ Source: Simon Willison’s Weblog Title: Anthropic: Message Batches (beta) Feedly Summary: Anthropic: Message Batches (beta) Anthropic now have a batch mode, allowing you to send prompts to Claude in batches which will be processed within 24 hours (though probably much faster than that) and come at a 50% price discount. This matches…

  • Hacker News: Alert Evaluations: Incremental Merges in ClickHouse

    —

    by

    system automation
    in

    Source URL: https://www.highlight.io/blog/alert-evaluations-incremental-merges-in-clickhouse Source: Hacker News Title: Alert Evaluations: Incremental Merges in ClickHouse Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the infrastructure challenges faced by Highlight.io when using ClickHouse for real-time analytics, particularly in optimizing their alert system. The novel approach involves state and merge functions for efficient data aggregation,…

  • Hacker News: MM1.5: Methods, Analysis and Insights from Multimodal LLM Fine-Tuning

    —

    by

    system automation
    in

    Source URL: https://arxiv.org/abs/2409.20566 Source: Hacker News Title: MM1.5: Methods, Analysis and Insights from Multimodal LLM Fine-Tuning Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces MM1.5, a novel set of multimodal large language models (MLLMs) aimed at improving multimodal understanding and reasoning through enhanced training methodologies. It highlights innovative techniques in data…