Mojtaba Malekimojtabamaleki.hashnode.dev·Dec 20, 2024Nvidia CudaWelcome to Neural Nonsense, where we break down complex topics into simple, digestible insights. In this post, we’ll dive into CUDA, a parallel computing platform that has revolutionized how we use GPUs, unlocking their full potential beyond gaming. ...cuda
Timur Galeevtgaleev.com·Dec 18, 2024Building an AI-Optimized Platform on Amazon EKS with NVIDIA NIM and OpenAI ModelsIntroduction The rise of artificial intelligence (AI) has brought about an unprecedented demand for infrastructure that can handle large-scale computations, support GPU acceleration, and provide scalable, flexible management of workloads. Kubernetes ...AWS
NovitaAInovita.hashnode.dev·Dec 13, 2024Why Loading llama-70b is Slow: A Comprehensive Guide to OptimizationKey Highlights Why loading llama-70b is slow can be attributed to limited hardware and software compatibility. Stronger GPU: High performance – Ideal for developers with larger budgets needing fast computation. Model Sharding: Handles complexity –...APIs
celiyepower-of-the-future.hashnode.dev·Dec 12, 2024One Solution to Overcome Challenges in Claude-3-Haiku DevelopmentAs someone who has worked on the Claude-3-Haiku project, I understand the hurdles we faced during the development process. In this article, I’ll share key challenges, especially regarding GPU needs, and how we effectively utilized Burncloud to addres...AI
Alex MirranforLilypad Networkblog.lilypadnetwork.org·Dec 6, 2024🍃 Lilypad Project Report: December 05, 2024Welcome to the latest Lilypad Project Report! We're excited to bring you updates on the strides we’re making to democratize access to GPU compute and build a robust, decentralized ecosystem that fuels innovation across the globe. 🌎 Overview Lilypad ...66 readsLilypad Project ReportAI
user1272047gpuetc.hashnode.dev·Nov 25, 2024Differences Between PCI-Express x1 3.0 and PCI-Express x4.Differences Between PCI-Express x1 3.0 and PCI-Express x4: FeaturePCI-Express x1 3.0PCI-Express x4 Number of Lanes1 lane4 lanes Bandwidth per Lane1 GB/s (bi-directional)1 GB/s per lane, total 4 GB/s (bi-directional) Total BandwidthUp to 1 GB...PCIE
user1272047gpuetc.hashnode.dev·Nov 25, 2024Low-profile PCIe slot and gpuA low-profile PCIe slot refers to the physical size of the card that can be inserted into the PCIe slot. The term "low-profile" does not describe the slot itself (which is a standard PCIe slot) but rather the bracket and card dimensions that are comp...GPU
user1272047gpuetc.hashnode.dev·Nov 25, 2024Power external PSU for GPU.When using an external PSU, here's how it's connected in a typical setup: 1. Connection to the GPU: The external PSU primarily connects directly to the GPU's power connectors (6-pin, 8-pin, or both, depending on the GPU requirements). Modern GPUs l...external-psu
user1272047gpuetc.hashnode.dev·Nov 25, 2024Rank GPUs:Rank GPUs: GPU NameRating (out of 100)Release Year Intel GMA102007 Intel HD Graphics152010 Broadcom VideoCore VI182016 Intel HD Graphics 2500202012 Intel UHD Graphics 600252018 Intel UHD Graphics 605282018 AMD Radeon R2E302015 Intel HD ...GPU
user1272047gpuetc.hashnode.dev·Nov 25, 2024Connect multiple GPUs to a single system for parallel tasks.To connect multiple GPUs to a single system for parallel tasks, such as machine learning, rendering, or cryptocurrency mining, you need a motherboard with sufficient PCIe slots and power delivery capabilities. Here's how you can set up your GPUs with...GPU
