Tag: optimization
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Cloud Blog: Get up to 100x query performance improvement with BigQuery history-based optimizations
Source URL: https://cloud.google.com/blog/products/data-analytics/new-bigquery-history-based-optimizations-speed-query-performance/ Source: Cloud Blog Title: Get up to 100x query performance improvement with BigQuery history-based optimizations Feedly Summary: When looking for insights, users leave no stone unturned, peppering the data warehouse with a variety of queries to find the answers to their questions. Some of those queries consume a lot of computational resources…
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Hacker News: Llama 405B 506 tokens/second on an H200
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…
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Hacker News: Simonw’s notes on Cloudflare’s new SQLite-backed "Durable Objects" system
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…
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Hacker News: INTELLECT–1: Launching the First Decentralized Training of a 10B Parameter Model
Source URL: https://www.primeintellect.ai/blog/intellect-1 Source: Hacker News Title: INTELLECT–1: Launching the First Decentralized Training of a 10B Parameter Model Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the launch of INTELLECT-1, a pioneering initiative for decentralized training of a large AI model with 10 billion parameters. It highlights the use of the…
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Hacker News: Lm.rs Minimal CPU LLM inference in Rust with no dependency
Source URL: https://github.com/samuel-vitorino/lm.rs Source: Hacker News Title: Lm.rs Minimal CPU LLM inference in Rust with no dependency Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text pertains to the development and utilization of a Rust-based application for running inference on Large Language Models (LLMs), particularly the LLama 3.2 models. It discusses technical…
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Cloud Blog: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse
Source URL: https://cloud.google.com/blog/products/data-analytics/announcing-bigquery-tables-for-apache-iceberg/ Source: Cloud Blog Title: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse Feedly Summary: For several years, BigQuery native tables have supported enterprise-level data management capabilities such as ACID transactions, streaming ingestion, and automatic storage optimizations. Many BigQuery customers store data in data lakes using open-source file formats such…