Tag: metrics

Source URL: https://www.nextplatform.com/2024/10/25/cerebras-trains-llama-models-to-leap-over-gpus/ Source: Hacker News Title: Cerebras Trains Llama Models to Leap over GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Cerebras Systems’ advancements in AI inference performance, particularly highlighting its WSE-3 hardware and its ability to outperform Nvidia’s GPUs. With a reported performance increase of 4.7X and significant…

Hacker News: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive

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Source URL: https://www.deepseek.com/ Source: Hacker News Title: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses DeepSeek-V2.5, an open-source model that has achieved notable rankings against leading large models such as GPT-4 and LLaMA3-70B. Its specialization in areas like math,…

Cloud Blog: C4A VMs now GA: Our first custom Arm-based Axion CPU

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Source URL: https://cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor/ Source: Cloud Blog Title: C4A VMs now GA: Our first custom Arm-based Axion CPU Feedly Summary: At Google Next ‘24, we announced Google Axion Processors, our first custom Arm®-based CPUs designed for the data center. Today, we’re thrilled to announce the general availability of C4A virtual machines, the first Axion-based VM series,…

Hamel’s Blog: Creating a LLM-as-a-Judge That Drives Business Results

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Source URL: https://hamel.dev/blog/posts/llm-judge/ Source: Hamel’s Blog Title: Creating a LLM-as-a-Judge That Drives Business Results Feedly Summary: Earlier this year, I wrote Your AI product needs evals. Many of you asked, “How do I get started with LLM-as-a-judge?” This guide shares what I’ve learned after helping over 30 companies set up their evaluation systems. The Problem:…

The Register: AMD teases its GPU biz ‘approaching the scale’ of CPU operations

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Source URL: https://www.theregister.com/2024/10/30/amd_q3_2024/ Source: The Register Title: AMD teases its GPU biz ‘approaching the scale’ of CPU operations Feedly Summary: Q3 profits jump 191 percent from last quarter on revenues of $6.2 billion, helped by accelerated interest in Instinct AMD continued to ride a wave of demand for its Instinct MI300X AI accelerators – its…

The Register: xAI picked Ethernet over InfiniBand for its H100 Colossus training cluster

Oct 29, 2024

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Source URL: https://www.theregister.com/2024/10/29/xai_colossus_networking/ Source: The Register Title: xAI picked Ethernet over InfiniBand for its H100 Colossus training cluster Feedly Summary: Work already underway to expand system to 200,000 Nvidia Hopper chips Unlike most AI training clusters, xAI’s Colossus with its 100,000 Nvidia Hopper GPUs doesn’t use InfiniBand. Instead, the massive system, which Nvidia bills as…

The Register: The troublesome economics of CPU-only AI

Oct 29, 2024

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Source URL: https://www.theregister.com/2024/10/29/cpu_gen_ai_gpu/ Source: The Register Title: The troublesome economics of CPU-only AI Feedly Summary: At the end of the day, it all boils down to tokens per dollar Analysis Today, most GenAI models are trained and run on GPUs or some other specialized accelerator, but that doesn’t mean they have to be. In fact,…

Hacker News: Migrating billions of records: moving our active DNS database while it’s in use

Oct 29, 2024

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Source URL: https://blog.cloudflare.com/migrating-billions-of-records-moving-our-active-dns-database-while-in-use Source: Hacker News Title: Migrating billions of records: moving our active DNS database while it’s in use Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Cloudflare’s migration of DNS data from its primary database cluster (cfdb) to a new cluster (dnsdb) to improve scalability and performance. The migration…

Hacker News: Using reinforcement learning and $4.80 of GPU time to find the best HN post

Oct 28, 2024

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