Tag: GPU

  • Cloud Blog: Improving model performance with PyTorch/XLA 2.6

    Source URL: https://cloud.google.com/blog/products/application-development/pytorch-xla-2-6-helps-improve-ai-model-performance/ Source: Cloud Blog Title: Improving model performance with PyTorch/XLA 2.6 Feedly Summary: For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run their PyTorch models on Cloud TPUs with only a few minor code changes. It…

  • Cloud Blog: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview

    Source URL: https://cloud.google.com/blog/products/compute/introducing-a4-vms-powered-by-nvidia-b200-gpu-aka-blackwell/ Source: Cloud Blog Title: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview Feedly Summary: Modern AI workloads require powerful accelerators and high-speed interconnects to run sophisticated model architectures on an ever-growing diverse range of model sizes and modalities. In addition to large-scale training, these complex models…

  • The Register: DeepSeek means companies need to consider AI investment more carefully

    Source URL: https://www.theregister.com/2025/01/31/deepseek_implications/ Source: The Register Title: DeepSeek means companies need to consider AI investment more carefully Feedly Summary: But Chinese startup shakeup doesn’t herald ‘drastic drop’ in need for infrastructure buildout, say analysts Analysis The shockwave following the release of competitive AI models from Chinese startup DeepSeek has led many to question the assumption…

  • Hacker News: RamaLama

    Source URL: https://github.com/containers/ramalama Source: Hacker News Title: RamaLama Feedly Summary: Comments AI Summary and Description: Yes Summary: The RamaLama project simplifies the deployment and management of AI models using Open Container Initiative (OCI) containers, facilitating both local and cloud environments. Its design aims to reduce complexities for users by leveraging container technology, making AI applications…

  • Hacker News: Mini-R1: Reproduce DeepSeek R1 "Aha Moment"

    Source URL: https://www.philschmid.de/mini-deepseek-r1 Source: Hacker News Title: Mini-R1: Reproduce DeepSeek R1 "Aha Moment" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek R1, an open model for complex reasoning tasks that utilizes reinforcement learning algorithms, specifically Group Relative Policy Optimization (GRPO). It offers insight into the model’s training…

  • Hacker News: A step-by-step guide on deploying DeepSeek-R1 671B locally

    Source URL: https://snowkylin.github.io/blogs/a-note-on-deepseek-r1.html Source: Hacker News Title: A step-by-step guide on deploying DeepSeek-R1 671B locally Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed guide for deploying DeepSeek R1 671B AI models locally using ollama, including hardware requirements, installation steps, and observations on model performance. This information is particularly relevant…

  • The Register: Intel sinks $19B into the red, kills Falcon Shores GPUs, delays Clearwater Forest Xeons

    Source URL: https://www.theregister.com/2025/01/31/intel_q4_2024/ Source: The Register Title: Intel sinks $19B into the red, kills Falcon Shores GPUs, delays Clearwater Forest Xeons Feedly Summary: Imagine burning through $72B in one year Intel capped off a tumultuous year with a reality check for its product roadmaps.… AI Summary and Description: Yes Summary: The text provides an overview…

  • The Register: Microsoft catapults DeepSeek R1 into Azure AI Foundry, GitHub

    Source URL: https://www.theregister.com/2025/01/30/microsoft_deepseek_azure_github/ Source: The Register Title: Microsoft catapults DeepSeek R1 into Azure AI Foundry, GitHub Feedly Summary: A distilled version for Copilot+ PCs is on the way Microsoft has added DeepSeek R1 to Azure AI Foundry and GitHub, showing that even a lumbering tech giant can be nimble when it needs to be.… AI…

  • Hacker News: Cerebras fastest host for DeepSeek R1, 57x faster than Nvidia GPUs

    Source URL: https://venturebeat.com/ai/cerebras-becomes-the-worlds-fastest-host-for-deepseek-r1-outpacing-nvidia-gpus-by-57x/ Source: Hacker News Title: Cerebras fastest host for DeepSeek R1, 57x faster than Nvidia GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The announcement of Cerebras Systems hosting DeepSeek’s R1 AI model highlights significant advancements in computational speed and data sovereignty in the AI sector. With speeds up to 57…

  • Cloud Blog: Announcing the general availability of Spanner Graph

    Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…