Tag: Inference
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The Register: European datacenter energy consumption set to triple by end of decade
Source URL: https://www.theregister.com/2024/10/25/eu_dc_power/ Source: The Register Title: European datacenter energy consumption set to triple by end of decade Feedly Summary: McKinsey warns an additional 25GW of mostly green energy will be needed Datacenter power consumption across Europe could roughly triple by the end of the decade, driven by mass adoption of everyone’s favorite tech trend:…
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Simon Willison’s Weblog: llm-cerebras
Source URL: https://simonwillison.net/2024/Oct/25/llm-cerebras/ Source: Simon Willison’s Weblog Title: llm-cerebras Feedly Summary: llm-cerebras Cerebras (previously) provides Llama LLMs hosted on custom hardware at ferociously high speeds. GitHub user irthomasthomas built an LLM plugin that works against their API – which is currently free, albeit with a rate limit of 30 requests per minute for their two…
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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…
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Hacker News: 1-Click Models Powered by Hugging Face
Source URL: https://www.digitalocean.com/blog/one-click-models-on-do-powered-by-huggingface Source: Hacker News Title: 1-Click Models Powered by Hugging Face Feedly Summary: Comments AI Summary and Description: Yes Summary: DigitalOcean has launched a new 1-Click Model deployment service powered by Hugging Face, termed HUGS on DO. This feature allows users to quickly deploy popular generative AI models on DigitalOcean GPU Droplets, aiming…
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The Cloudflare Blog: Billions and billions (of logs): scaling AI Gateway with the Cloudflare Developer Platform
Source URL: https://blog.cloudflare.com/billions-and-billions-of-logs-scaling-ai-gateway-with-the-cloudflare Source: The Cloudflare Blog Title: Billions and billions (of logs): scaling AI Gateway with the Cloudflare Developer Platform Feedly Summary: How we scaled AI Gateway to handle and store billions of requests, using Cloudflare Workers, D1, Durable Objects, and R2. AI Summary and Description: Yes Summary: The provided text discusses the launch…
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…
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Hacker News: LLMs Aren’t Thinking, They’re Just Counting Votes
Source URL: https://vishnurnair.substack.com/p/llms-arent-thinking-theyre-just-counting Source: Hacker News Title: LLMs Aren’t Thinking, They’re Just Counting Votes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an insightful examination of how Large Language Models (LLMs) function, particularly emphasizing their reliance on pattern recognition and frequency from training data rather than true comprehension. This understanding is…