Tag: resource optimization

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…

Wired: How Chinese AI Startup DeepSeek Made a Model that Rivals OpenAI

Jan 25, 2025

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Source URL: https://www.wired.com/story/deepseek-china-model-ai/ Source: Wired Title: How Chinese AI Startup DeepSeek Made a Model that Rivals OpenAI Feedly Summary: When Chinese quant hedge fund founder Liang Wenfeng went into AI research, he took 10,000 Nvidia chips and assembled a team of young, ambitious talent. Two years later, DeepSeek exploded on the scene. AI Summary and…

Hacker News: Optimizing Jupyter Notebooks for LLMs

Jan 21, 2025

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Source URL: https://www.alexmolas.com/2025/01/15/ipynb-for-llm.html Source: Hacker News Title: Optimizing Jupyter Notebooks for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses optimizing Jupyter Notebooks for use with Large Language Models (LLMs), highlighting an experience of unexpected cost surges due to the verbose nature of .ipynb files. It provides practical solutions for reducing…

Cloud Blog: C4A, the first Google Axion Processor, now GA with Titanium SSD

Jan 16, 2025

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Source URL: https://cloud.google.com/blog/products/compute/first-google-axion-processor-c4a-now-ga-with-titanium-ssd/ Source: Cloud Blog Title: C4A, the first Google Axion Processor, now GA with Titanium SSD Feedly Summary: Today, we are thrilled to announce the general availability of C4A virtual machines with Titanium SSDs custom designed by Google for cloud workloads that require real-time data processing, with low-latency and high-throughput storage performance. Titanium…

Cloud Blog: Trading in the Cloud: Lessons from Deutsche Börse Group’s cloud-native trading engine

Jan 14, 2025

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Source URL: https://cloud.google.com/blog/topics/financial-services/lessons-from-deutsche-borse-groups-cloud-native-trading-engine/ Source: Cloud Blog Title: Trading in the Cloud: Lessons from Deutsche Börse Group’s cloud-native trading engine Feedly Summary: Earlier this year, Deutsche Börse Group began developing a new cloud-native, purpose-built trading platform. It was built with a focus on digital assets, such as stablecoins, cryptocurrencies, and other tokenized assets. However, the new…

Slashdot: Chinese Firm Trains Massive AI Model for Just $5.5 Million

Dec 27, 2024

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Source URL: https://slashdot.org/story/24/12/27/0420235/chinese-firm-trains-massive-ai-model-for-just-55-million Source: Slashdot Title: Chinese Firm Trains Massive AI Model for Just $5.5 Million Feedly Summary: AI Summary and Description: Yes Summary: The release of DeepSeek V3, a powerful open-source language model developed by a Chinese AI startup, signifies a noteworthy achievement in AI research. This model is trained with significantly lower computational…

AWS News Blog: Maximize accelerator utilization for model development with new Amazon SageMaker HyperPod task governance

Dec 4, 2024

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Source URL: https://aws.amazon.com/blogs/aws/maximize-accelerator-utilization-for-model-development-with-new-amazon-sagemaker-hyperpod-task-governance/ Source: AWS News Blog Title: Maximize accelerator utilization for model development with new Amazon SageMaker HyperPod task governance Feedly Summary: Enable priority-based resource allocation, fair-share utilization, and automated task preemption for optimal compute utilization across teams. AI Summary and Description: Yes Summary: The announcement of Amazon SageMaker HyperPod task governance focuses on…

AWS News Blog: Meet your training timelines and budgets with new Amazon SageMaker HyperPod flexible training plans

Dec 4, 2024

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Source URL: https://aws.amazon.com/blogs/aws/meet-your-training-timelines-and-budgets-with-new-amazon-sagemaker-hyperpod-flexible-training-plans/ Source: AWS News Blog Title: Meet your training timelines and budgets with new Amazon SageMaker HyperPod flexible training plans Feedly Summary: Unlock efficient large model training with SageMaker HyperPod flexible training plans – find optimal compute resources and complete training within timelines and budgets. AI Summary and Description: Yes **Summary:** The announcement…

Hacker News: Accelerated AI Inference via Dynamic Execution Methods

Dec 3, 2024

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