Tag: metrics
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The Register: The troublesome economics of CPU-only AI
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,…
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Hacker News: Migrating billions of records: moving our active DNS database while it’s in use
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…
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Hacker News: Using reinforcement learning and $4.80 of GPU time to find the best HN post
Source URL: https://openpipe.ai/blog/hacker-news-rlhf-part-1 Source: Hacker News Title: Using reinforcement learning and $4.80 of GPU time to find the best HN post Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of a managed fine-tuning service for large language models (LLMs), highlighting the use of reinforcement learning from human feedback (RLHF)…
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Cloud Blog: Unity Ads uses Memorystore to power up to 10 million operations per second
Source URL: https://cloud.google.com/blog/products/databases/unity-ads-powers-up-to-10m-operations-per-second-with-memorystore/ Source: Cloud Blog Title: Unity Ads uses Memorystore to power up to 10 million operations per second Feedly Summary: Editor’s note: Unity Ads, a mobile advertising platform, previously relying on its own self-managed Redis infrastructure, was searching for a solution that scales better for various use cases and reduces maintenance overhead. Unity…
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Hacker News: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
Source URL: https://arxiv.org/abs/2410.09918 Source: Hacker News Title: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new model called Dualformer, which effectively integrates fast and slow cognitive reasoning processes to enhance the performance and efficiency of large language models (LLMs).…
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Hacker News: Detecting when LLMs are uncertain
Source URL: https://www.thariq.io/blog/entropix/ Source: Hacker News Title: Detecting when LLMs are uncertain Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses new reasoning techniques introduced by the project Entropix, aimed at improving decision-making in large language models (LLMs) through adaptive sampling methods in the face of uncertainty. While evaluations are still pending,…
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Hacker News: Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s
Source URL: https://cerebras.ai/blog/cerebras-inference-3x-faster/ Source: Hacker News Title: Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s Feedly Summary: Comments AI Summary and Description: Yes Summary: The text announces a significant performance upgrade to Cerebras Inference, showcasing its ability to run the Llama 3.1-70B AI model at an impressive speed of 2,100 tokens per second. This…