Tag: optimization
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Hacker News: I Self-Hosted Llama 3.2 with Coolify on My Home Server: A Step-by-Step Guide
Source URL: https://geek.sg/blog/how-i-self-hosted-llama-32-with-coolify-on-my-home-server-a-step-by-step-guide Source: Hacker News Title: I Self-Hosted Llama 3.2 with Coolify on My Home Server: A Step-by-Step Guide Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the process of setting up an AI environment using Llama 3.2 on a self-hosted VPS with a focus on enabling GPU acceleration. This…
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Cloud Blog: Sustainable silicon to intelligent clouds: collaborating for the future of computing
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,…
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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…