Experimental News Clipping Site

Tag: hardware acceleration

  • Docker: Unlocking Local AI on Any GPU: Docker Model Runner Now with Vulkan Support

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    Kurt Seifried
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    Source URL: https://www.docker.com/blog/docker-model-runner-vulkan-gpu-support/ Source: Docker Title: Unlocking Local AI on Any GPU: Docker Model Runner Now with Vulkan Support Feedly Summary: Running large language models (LLMs) on your local machine is one of the most exciting frontiers in AI development. At Docker, our goal is to make this process as simple and accessible as possible.…

  • Docker: How to Make an AI Chatbot from Scratch using Docker Model Runner

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    Kurt Seifried
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    Source URL: https://www.docker.com/blog/how-to-make-ai-chatbot-from-scratch/ Source: Docker Title: How to Make an AI Chatbot from Scratch using Docker Model Runner Feedly Summary: Today, we’ll show you how to build a fully functional Generative AI chatbot using Docker Model Runner and powerful observability tools, including Prometheus, Grafana, and Jaeger. We’ll walk you through the common challenges developers face…

  • Hacker News: Nvidia GPU on bare metal NixOS Kubernetes cluster explained

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    Kurt Seifried
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    Source URL: https://fangpenlin.com/posts/2025/03/01/nvidia-gpu-on-bare-metal-nixos-k8s-explained/ Source: Hacker News Title: Nvidia GPU on bare metal NixOS Kubernetes cluster explained Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents an in-depth personal narrative of setting up a bare-metal Kubernetes cluster that integrates Nvidia GPUs for machine learning tasks. The author details the challenges and solutions encountered…

  • Cloud Blog: Dynamic 5G services, made possible by AI and intent-based automation

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/telecommunications/how-dynamic-5g-services-are-possible-with-ai/ Source: Cloud Blog Title: Dynamic 5G services, made possible by AI and intent-based automation Feedly Summary: The emergence of 5G networks opens a new frontier for connectivity, enabling advanced use cases that require ultra-low-latency, enhanced mobile broadband, and the Internet of Things (IoT) at scale. However, behind the promise of this hyper-connected…

  • Hacker News: OpenArc – Lightweight Inference Server for OpenVINO

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    Kurt Seifried
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    Source URL: https://github.com/SearchSavior/OpenArc Source: Hacker News Title: OpenArc – Lightweight Inference Server for OpenVINO Feedly Summary: Comments AI Summary and Description: Yes **Summary:** OpenArc is a lightweight inference API backend optimized for leveraging hardware acceleration with Intel devices, designed for agentic use cases and capable of serving large language models (LLMs) efficiently. It offers a…

  • Hacker News: Rust: Doubling Throughput with Continuous Profiling and Optimization

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    Kurt Seifried
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    Source URL: https://www.polarsignals.com/blog/posts/2025/02/11/doubling-throughput-with-continuous-profiling-and-optimization Source: Hacker News Title: Rust: Doubling Throughput with Continuous Profiling and Optimization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses how S2, a serverless API for streaming data, optimized its cloud infrastructure performance and reduced operational costs through the implementation of continuous profiling with Polar Signals Cloud. This…

  • Simon Willison’s Weblog: mistral.rs

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    system automation
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    Source URL: https://simonwillison.net/2024/Oct/19/mistralrs/#atom-everything Source: Simon Willison’s Weblog Title: mistral.rs Feedly Summary: mistral.rs Here’s an LLM inference library written in Rust. It’s not just for that one family of models – like how llama.cpp has grown beyond Llama, mistral.rs has grown beyond Mistral. This is the first time I’ve been able to run the Llama 3.2…

  • The Register: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains

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    Source URL: https://www.theregister.com/2024/10/09/mediatek_dimensity_9400/ Source: The Register Title: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains Feedly Summary: Still sticking with Arm and not taking RISC-Vs Fabless Taiwanese chip biz MediaTek has unveiled the fourth flagship entry in its Dimensity family of system-on-chips for smartphones and other mobile devices. It’s sticking with close…

  • Hacker News: LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs

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    system automation
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    Source URL: https://arxiv.org/abs/2409.11424 Source: Hacker News Title: LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach to enhancing the inference performance of large language models (LLMs) on embedded FPGA devices. It provides insights into leveraging FPGA technology for efficient resource…

  • Hacker News: Hardware Acceleration of LLMs: A comprehensive survey and comparison

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    system automation
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    Source URL: https://arxiv.org/abs/2409.03384 Source: Hacker News Title: Hardware Acceleration of LLMs: A comprehensive survey and comparison Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a comprehensive survey that addresses the hardware acceleration of Large Language Models (LLMs). This research highlights advancements in various processing platforms and the metrics for performance evaluation,…