Tag: distillation
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Cloud Blog: How much energy does Google’s AI use? We did the math
Source URL: https://cloud.google.com/blog/products/infrastructure/measuring-the-environmental-impact-of-ai-inference/ Source: Cloud Blog Title: How much energy does Google’s AI use? We did the math Feedly Summary: AI is unlocking scientific breakthroughs, improving healthcare and education, and could add trillions to the global economy. Understanding AI’s footprint is crucial, yet thorough data on the energy and environmental impact of AI inference —…
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AWS News Blog: Announcing Amazon Nova customization in Amazon SageMaker AI
Source URL: https://aws.amazon.com/blogs/aws/announcing-amazon-nova-customization-in-amazon-sagemaker-ai/ Source: AWS News Blog Title: Announcing Amazon Nova customization in Amazon SageMaker AI Feedly Summary: AWS now enables extensive customization of Amazon Nova foundation models through SageMaker AI with techniques including continued pre-training, supervised fine-tuning, direct preference optimization, reinforcement learning from human feedback and model distillation to better address domain-specific requirements across…
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Cloud Blog: Google Public Sector supports AI-optimized HPC infrastructure for researchers at Caltech
Source URL: https://cloud.google.com/blog/topics/public-sector/google-public-sector-supports-ai-optimized-hpc-infrastructure-for-researchers-at-caltech/ Source: Cloud Blog Title: Google Public Sector supports AI-optimized HPC infrastructure for researchers at Caltech Feedly Summary: For decades, institutions like Caltech, have been at the forefront of large-scale artificial intelligence (AI) research. As high-performance computing (HPC) clusters continue to evolve, researchers across disciplines have been increasingly equipped to process massive datasets,…
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Tomasz Tunguz: Fighting for Context
Source URL: https://www.tomtunguz.com/survival-not-granted-in-the-ai-era/ Source: Tomasz Tunguz Title: Fighting for Context Feedly Summary: Systems of record are recognizing they cannot “take their survival for granted.” One strategy is to acquire : the rationale Salesforce gives for the Informatica acquisition. Another strategy is more defensive – hampering access to the data within the systems of record (SOR).…
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AWS News Blog: Amazon Nova Premier: Our most capable model for complex tasks and teacher for model distillation
Source URL: https://aws.amazon.com/blogs/aws/amazon-nova-premier-our-most-capable-model-for-complex-tasks-and-teacher-for-model-distillation/ Source: AWS News Blog Title: Amazon Nova Premier: Our most capable model for complex tasks and teacher for model distillation Feedly Summary: Nova Premier is designed to excel at complex tasks requiring deep context understanding, multistep planning, and coordination across tools and data sources. It has capabilities for processing text, images, and…
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CSA: Unlocking the Distillation of AI & Threat Intelligence
Source URL: https://koat.ai/unlocking-the-distillation-of-ai-and-threat-intelligence-models/ Source: CSA Title: Unlocking the Distillation of AI & Threat Intelligence Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses model distillation, a technique in AI that involves training smaller models to replicate the performance of larger models. It emphasizes model distillation’s significance in cybersecurity, particularly in threat intelligence, by…
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Hacker News: Gemma 3 Technical Report [pdf]
Source URL: https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf Source: Hacker News Title: Gemma 3 Technical Report [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive technical report on Gemma 3, an advanced multimodal language model introduced by Google DeepMind. It highlights significant architectural improvements, including an increased context size, enhanced multilingual capabilities, and innovations…
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Hacker News: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf]
Source URL: https://arxiv.org/abs/2502.03860 Source: Hacker News Title: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces BOLT, a method designed to enhance the reasoning capabilities of large language models (LLMs) by generating long chains of thought (LongCoT) without relying on knowledge distillation. The…