Experimental News Clipping Site

Tag: GPU

  • Hacker News: How We Optimize LLM Inference for AI Coding Assistant

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    Source URL: https://www.augmentcode.com/blog/rethinking-llm-inference-why-developer-ai-needs-a-different-approach? Source: Hacker News Title: How We Optimize LLM Inference for AI Coding Assistant Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and optimization strategies employed by Augment to improve large language model (LLM) inference specifically for coding tasks. It highlights the importance of providing full codebase…

  • Hacker News: Controlling AI’s Growing Energy Needs

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    Source URL: https://cacm.acm.org/news/controlling-ais-growing-energy-needs/ Source: Hacker News Title: Controlling AI’s Growing Energy Needs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text highlights the significant energy demands associated with training large AI models, particularly large language models (LLMs) like ChatGPT-3. It discusses the exponential growth in energy consumption for AI model training, the…

  • Hacker News: DeepThought-8B: A small, capable reasoning model

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    Source URL: https://www.ruliad.co/news/introducing-deepthought8b Source: Hacker News Title: DeepThought-8B: A small, capable reasoning model Feedly Summary: Comments AI Summary and Description: Yes Summary: The release of DeepThought-8B marks a significant advancement in AI reasoning capabilities, emphasizing transparency and control in how models process information. This AI reasoning model, built on the LLaMA-3.1 architecture, showcases how smaller,…

  • Simon Willison’s Weblog: Structured Generation w/ SmolLM2 running in browser & WebGPU

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    Source URL: https://simonwillison.net/2024/Nov/29/structured-generation-smollm2-webgpu/#atom-everything Source: Simon Willison’s Weblog Title: Structured Generation w/ SmolLM2 running in browser & WebGPU Feedly Summary: Structured Generation w/ SmolLM2 running in browser & WebGPU Extraordinary demo by Vaibhav Srivastav. Here’s Hugging Face’s SmolLM2-1.7B-Instruct running directly in a web browser (using WebGPU, so requires Chrome for the moment) demonstrating structured text extraction,…

  • The Register: Cloudy with a chance of GPU bills: AI’s energy appetite has CIOs sweating

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    Source URL: https://www.theregister.com/2024/11/29/public_cloud_ai_alternatives/ Source: The Register Title: Cloudy with a chance of GPU bills: AI’s energy appetite has CIOs sweating Feedly Summary: Public cloud expenses have businesses scrambling for alternatives that won’t melt the budget Canalys Forums EMEA 2024 Organizations are being forced to rethink where they host workloads in response to ballooning AI demands…

  • Slashdot: ‘AI Ambition is Pushing Copper To Its Breaking Point’

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    Source URL: https://tech.slashdot.org/story/24/11/29/1128242/ai-ambition-is-pushing-copper-to-its-breaking-point?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: ‘AI Ambition is Pushing Copper To Its Breaking Point’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the trend of increasing power demands in datacenters, driven mainly by the growing complexity of AI models. It highlights the shift towards direct liquid cooling and advanced interconnects like…

  • The Register: AI ambition is pushing copper to its breaking point

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    Source URL: https://www.theregister.com/2024/11/28/ai_copper_cables_limits/ Source: The Register Title: AI ambition is pushing copper to its breaking point Feedly Summary: Ayar Labs contends silicon photonics will be key to scaling beyond the rack and taming the heat SC24 Datacenters have been trending toward denser, more power-hungry systems for years. In case you missed it, 19-inch racks are…

  • AWS News Blog: Amazon FSx for Lustre increases throughput to GPU instances by up to 12x

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    Source URL: https://aws.amazon.com/blogs/aws/amazon-fsx-for-lustre-unlocks-full-network-bandwidth-and-gpu-performance/ Source: AWS News Blog Title: Amazon FSx for Lustre increases throughput to GPU instances by up to 12x Feedly Summary: Amazon FSx for Lustre now features Elastic Fabric Adapter and NVIDIA GPUDirect Storage for up to 12x higher throughput to GPUs, unlocking new possibilities in deep learning, autonomous vehicles, and HPC workloads.…

  • Wired: US to Introduce New Restrictions on China’s Access to Cutting-Edge Chips

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    Source URL: https://www.wired.com/story/memory-restrictions-china-advanced-chips/ Source: Wired Title: US to Introduce New Restrictions on China’s Access to Cutting-Edge Chips Feedly Summary: The new limits, which are expected to be announced Monday, are intended to slow China’s ability to build large and powerful AI models. AI Summary and Description: Yes Summary: The text outlines the Biden administration’s impending…

  • Hacker News: AMD Releases ROCm Version 6.3

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    Source URL: https://insidehpc.com/2024/11/amd-releases-rocm-version-6-3/ Source: Hacker News Title: AMD Releases ROCm Version 6.3 Feedly Summary: Comments AI Summary and Description: Yes Summary: AMD’s ROCm Version 6.3 enhances AI and HPC workloads through its advanced features like SGLang for generative AI, optimized FlashAttention-2, integration of the AMD Fortran compiler, and new multi-node FFT support. This release is…