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Tag: model training

  • 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…

  • Hacker News: Meta must defend claim it stripped copyright info from Llama’s training fodder

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/11/meta_dmca_copyright_removal_case/ Source: Hacker News Title: Meta must defend claim it stripped copyright info from Llama’s training fodder Feedly Summary: Comments AI Summary and Description: Yes Summary: A federal judge has ruled that Meta must face claims of copyright infringement related to the removal of copyright management information (CMI) from materials used to train…

  • The Register: Judge says Meta must defend claim it stripped copyright info from Llama’s training fodder

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/11/meta_dmca_copyright_removal_case/ Source: The Register Title: Judge says Meta must defend claim it stripped copyright info from Llama’s training fodder Feedly Summary: Facebook giant allegedly didn’t want neural networks to emit results that would give the game away A judge has found Meta must answer a claim it allegedly removed so-called copyright management information…