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Tag: model training

  • Hacker News: IETF setting standards for AI preferences

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    Kurt Seifried
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    Source URL: https://www.ietf.org/blog/aipref-wg/ Source: Hacker News Title: IETF setting standards for AI preferences Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the formation of the AI Preferences (AIPREF) Working Group, aimed at standardizing how content preferences are expressed for AI model training, amid concerns from content publishers about unauthorized use. This…

  • The Register: Tencent slows pace of GPU rollout as it wrings more performance from fewer accelerators

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/20/tencent_q4_fy2024_gpu_slowdown/ Source: The Register Title: Tencent slows pace of GPU rollout as it wrings more performance from fewer accelerators Feedly Summary: Chinese giant says locals are more efficient than Western hyperscalers, and has tiny capex to prove it Chinese tech giant Tencent has slowed the pace of its GPU rollout since implementing DeepSeek.……

  • Hacker News: Writing an LLM from scratch, part 10 – dropout

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    Kurt Seifried
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    Source URL: https://www.gilesthomas.com/2025/03/llm-from-scratch-10-dropout Source: Hacker News Title: Writing an LLM from scratch, part 10 – dropout Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the concept and implementation of dropout within the training of large language models (LLMs), specifically within a PyTorch context. It illustrates the importance of dropout in spreading…

  • Wired: Nvidia Bets Big on Synthetic Data

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    Kurt Seifried
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    Source URL: https://www.wired.com/story/nvidia-gretel-acquisition-synthetic-training-data/ Source: Wired Title: Nvidia Bets Big on Synthetic Data Feedly Summary: Nvidia has acquired synthetic data startup Gretel to bolster the AI training data used by the chip maker’s customers and developers. AI Summary and Description: Yes Summary: Nvidia’s acquisition of Gretel, a synthetic data firm, aims to enhance its generative AI…

  • Cloud Blog: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/storage-data-transfer/cloud-storage-hierarchical-namespace-improves-aiml-checkpointing/ Source: Cloud Blog Title: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace Feedly Summary: As AI and machine learning (ML) workloads continue to grow, the infrastructure supporting them must evolve to meet their unique demands. Here on the Google Cloud Storage team, we’re committed to providing AI/ML practitioners with tools to optimize…

  • Hacker News: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2503.01890 Source: Hacker News Title: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces AutoHete, a groundbreaking training system designed for heterogeneous environments that significantly enhances the training efficiency of large language models (LLMs). It addresses GPU memory limitations and…

  • Wired: An AI Coding Assistant Refused to Write Code—and Suggested the User Learn to Do It Himself

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    Kurt Seifried
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    Source URL: https://arstechnica.com/ai/2025/03/ai-coding-assistant-refuses-to-write-code-tells-user-to-learn-programming-instead/ Source: Wired Title: An AI Coding Assistant Refused to Write Code—and Suggested the User Learn to Do It Himself Feedly Summary: The old “teach a man to fish” proverb, but for AI chatbots. AI Summary and Description: Yes Summary: The text discusses a notable incident involving Cursor AI, a programming assistant, which…

  • Hacker News: Migrating from AWS to a European Cloud – How We Cut Costs by 62%

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    Kurt Seifried
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    Source URL: https://www.hopsworks.ai/post/migrating-from-aws-to-a-european-cloud-how-we-cut-costs-by-62 Source: Hacker News Title: Migrating from AWS to a European Cloud – How We Cut Costs by 62% Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed overview of Hopsworks, an open platform for developing and operating AI systems, emphasizing its integration with Kubernetes and its cost…