Tag: TensorFlow
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Cloud Blog: Connect Spark data pipelines to Gemini and other AI models with Dataproc ML library
Source URL: https://cloud.google.com/blog/products/data-analytics/gemini-and-vertex-ai-for-spark-with-dataproc-ml-library/ Source: Cloud Blog Title: Connect Spark data pipelines to Gemini and other AI models with Dataproc ML library Feedly Summary: Many data science teams rely on Apache Spark running on Dataproc managed clusters for powerful, large-scale data preparation. As these teams look to connect their data pipelines directly to machine learning models,…
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Cloud Blog: Supercharge ML performance on xPUs with the new XProf profiler and Cloud Diagnostics XProf library
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/supercharge-ml-performance-on-xpus-with-the-new-xprof-profiler-and-cloud-diagnostics-xprof-library/ Source: Cloud Blog Title: Supercharge ML performance on xPUs with the new XProf profiler and Cloud Diagnostics XProf library Feedly Summary: Are you spending more time debugging ML model performance than you are building? You’re not alone. In today’s fast-paced AI landscape, optimizing models is a complex challenge, from navigating new model…
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Cloud Blog: AI/ML-ready Apache Spark with Dataproc
Source URL: https://cloud.google.com/blog/products/data-analytics/dataproc-features-enable-aiml-ready-apache-spark/ Source: Cloud Blog Title: AI/ML-ready Apache Spark with Dataproc Feedly Summary: Apache Spark is the cornerstone for large-scale data processing, model training, and inference for AI/ML workloads. Yet, the complexities of environment configuration, dependency management, and MLOps integration can slow you down. To accelerate your AI/ML journey, Dataproc now delivers powerful, ML-ready…
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Cloud Blog: How AI & IoT are helping detect hospital incidents — without compromising patient privacy
Source URL: https://cloud.google.com/blog/topics/healthcare-life-sciences/detecting-hospital-incidents-with-ai-without-compromising-patient-privacy/ Source: Cloud Blog Title: How AI & IoT are helping detect hospital incidents — without compromising patient privacy Feedly Summary: Hospitals, while vital for our well-being, can be sources of stress and uncertainty. What if we could make hospitals safer and more efficient — not only for patients but also for the…
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Cloud Blog: Google Cloud Serverless for Apache Spark: high-performance, unified with BigQuery
Source URL: https://cloud.google.com/blog/products/data-analytics/introducing-google-cloud-serverless-for-apache-spark-in-bigquery/ Source: Cloud Blog Title: Google Cloud Serverless for Apache Spark: high-performance, unified with BigQuery Feedly Summary: At Google Cloud, we’re committed to providing the most streamlined, powerful, and cost-effective production- and enterprise-ready serverless Spark experience. To that end, we’re thrilled to announce a significant evolution for Apache Spark on Google Cloud, with…
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Cloud Blog: Building a Production Multimodal Fine-Tuning Pipeline
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/building-a-production-multimodal-fine-tuning-pipeline/ Source: Cloud Blog Title: Building a Production Multimodal Fine-Tuning Pipeline Feedly Summary: Looking to fine-tune multimodal AI models for your specific domain but facing infrastructure and implementation challenges? This guide demonstrates how to overcome the multimodal implementation gap using Google Cloud and Axolotl, with a complete hands-on example fine-tuning Gemma 3 on…
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Simon Willison’s Weblog: Highlights from the Claude 4 system prompt
Source URL: https://simonwillison.net/2025/May/25/claude-4-system-prompt/ Source: Simon Willison’s Weblog Title: Highlights from the Claude 4 system prompt Feedly Summary: Anthropic publish most of the system prompts for their chat models as part of their release notes. They recently shared the new prompts for both Claude Opus 4 and Claude Sonnet 4. I enjoyed digging through the prompts,…
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Bulletins: Vulnerability Summary for the Week of May 5, 2025
Source URL: https://www.cisa.gov/news-events/bulletins/sb25-132 Source: Bulletins Title: Vulnerability Summary for the Week of May 5, 2025 Feedly Summary: High Vulnerabilities PrimaryVendor — Product Description Published CVSS Score Source Info 1clickmigration–1 Click WordPress Migration Plugin 100% FREE for a limited time The 1 Click WordPress Migration Plugin – 100% FREE for a limited time plugin for WordPress…
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Simon Willison’s Weblog: Gemma 3 QAT Models
Source URL: https://simonwillison.net/2025/Apr/19/gemma-3-qat-models/ Source: Simon Willison’s Weblog Title: Gemma 3 QAT Models Feedly Summary: Gemma 3 QAT Models Interesting release from Google, as a follow-up to Gemma 3 from last month: To make Gemma 3 even more accessible, we are announcing new versions optimized with Quantization-Aware Training (QAT) that dramatically reduces memory requirements while maintaining…
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Cloud Blog: High performance storage innovations for your AI workloads
Source URL: https://cloud.google.com/blog/products/storage-data-transfer/high-performance-storage-innovations-for-ai-hpc/ Source: Cloud Blog Title: High performance storage innovations for your AI workloads Feedly Summary: The high-performance storage stack in AI Hypercomputer incorporates learnings from geographic regions, zones, and GPU/TPU architectures, to create an agile, economical, integrated storage architecture. Recently, we’ve made several innovations to improve accelerator utilization with high-performance storage, helping you…