Tag: scaling
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Hacker News: All You Need Is 4x 4090 GPUs to Train Your Own Model
Source URL: https://sabareesh.com/posts/llm-rig/ Source: Hacker News Title: All You Need Is 4x 4090 GPUs to Train Your Own Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed guide on building a custom machine learning rig specifically for training Large Language Models (LLMs) using high-performance hardware. It highlights the significance…
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Hacker News: An attempt at AGI on the Tokio Runtime
Source URL: https://www.christo.sh/building-agi-on-the-tokio-runtime/ Source: Hacker News Title: An attempt at AGI on the Tokio Runtime Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines an individual’s experimental journey to build Artificial General Intelligence (AGI) through a biologically inspired neural network running on the Tokio Runtime. The project involves a unique approach to…
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Simon Willison’s Weblog: Trying out QvQ – Qwen’s new visual reasoning model
Source URL: https://simonwillison.net/2024/Dec/24/qvq/#atom-everything Source: Simon Willison’s Weblog Title: Trying out QvQ – Qwen’s new visual reasoning model Feedly Summary: I thought we were done for major model releases in 2024, but apparently not: Alibaba’s Qwen team just dropped the Apache2 2 licensed QvQ-72B-Preview, “an experimental research model focusing on enhancing visual reasoning capabilities". Their blog…
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Simon Willison’s Weblog: Quoting Jack Clark
Source URL: https://simonwillison.net/2024/Dec/23/jack-clark/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Jack Clark Feedly Summary: There’s been a lot of strange reporting recently about how ‘scaling is hitting a wall’ – in a very narrow sense this is true in that larger models were getting less score improvement on challenging benchmarks than their predecessors, but in a…
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Hacker News: We use our own hardware at Fastmail
Source URL: https://www.fastmail.com/blog/why-we-use-our-own-hardware/ Source: Hacker News Title: We use our own hardware at Fastmail Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text elaborates on Fastmail’s strategic choice of leveraging their own hardware instead of opting for cloud solutions, highlighting various considerations regarding cost optimization, system performance, and reliability. This approach focuses…
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AWS News Blog: Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching (preview)
Source URL: https://aws.amazon.com/blogs/aws/reduce-costs-and-latency-with-amazon-bedrock-intelligent-prompt-routing-and-prompt-caching-preview/ Source: AWS News Blog Title: Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching (preview) Feedly Summary: Route requests and cache frequently used context in prompts to reduce latency and balance performance with cost efficiency. AI Summary and Description: Yes Summary: Amazon Bedrock has previewed two significant capabilities…
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Cloud Blog: Scaling to zero on Google Kubernetes Engine with KEDA
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/scale-to-zero-on-gke-with-keda/ Source: Cloud Blog Title: Scaling to zero on Google Kubernetes Engine with KEDA Feedly Summary: For developers and businesses that run applications on Google Kubernetes Engine (GKE), scaling deployments down to zero when they are idle can offer significant financial savings. GKE’s Cluster Autoscaler efficiently manages node pool sizes, but for applications…