Tag: optimization
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The Register: As Arm rivals cook up custom silicon, Mediatek sticks to tried-and-true Cortex recipe
Source URL: https://www.theregister.com/2024/10/22/arm_custom_silicon_interview/ Source: The Register Title: As Arm rivals cook up custom silicon, Mediatek sticks to tried-and-true Cortex recipe Feedly Summary: Exec Chris Bergey tells us what the chip designer is doing to stay competitive Interview Arm Holdings has long been the primary architecture for mobile chips since the advent of modern smartphones –…
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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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Hacker News: VPTQ: Extreme low-bit Quantization for real LLMs
Source URL: https://github.com/microsoft/VPTQ Source: Hacker News Title: VPTQ: Extreme low-bit Quantization for real LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a novel technique called Vector Post-Training Quantization (VPTQ) designed for compressing Large Language Models (LLMs) to extremely low bit-widths (under 2 bits) without compromising accuracy. This innovative method can…
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Cloud Blog: How to benchmark application performance from the user’s perspective
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/benchmarking-how-end-users-perceive-an-applications-performance/ Source: Cloud Blog Title: How to benchmark application performance from the user’s perspective Feedly Summary: What kind of performance does your application have, and how do you know? More to the point, what kind of performance do your end users think your application has? In this era of rapid growth and unpredictable…
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Cloud Blog: Google Cloud Marketplace private offer enhancements unlock enterprise and AI use cases
Source URL: https://cloud.google.com/blog/topics/partners/enhancing-google-cloud-marketplace-private-offers/ Source: Cloud Blog Title: Google Cloud Marketplace private offer enhancements unlock enterprise and AI use cases Feedly Summary: When it comes to purchasing technology for different departments and business units that operate across the globe, enterprise customers need flexibility and choice. This needs to extend to the technology, including generative AI solutions,…
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The Cloudflare Blog: Analysis of the EPYC 145% performance gain in Cloudflare Gen 12 servers
Source URL: https://blog.cloudflare.com/analysis-of-the-epyc-145-performance-gain-in-cloudflare-gen-12-servers Source: The Cloudflare Blog Title: Analysis of the EPYC 145% performance gain in Cloudflare Gen 12 servers Feedly Summary: Cloudflare’s Gen 12 server is the most powerful and power efficient server that we have deployed to date. Through sensitivity analysis, we found that Cloudflare workloads continue to scale with higher core count…
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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,…