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Tag: diffusion model

  • Hacker News: All You Need Is 4x 4090 GPUs to Train Your Own Model

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    Source URL: https://sabareesh.com/posts/llm-rig/ Source: Hacker News Title: All You Need Is 4x 4090 GPUs to Train Your Own Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed guide on building a custom machine learning rig specifically for training Large Language Models (LLMs) using high-performance hardware. It highlights the significance…

  • Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need

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    Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…

  • Hacker News: Accelerated AI Inference via Dynamic Execution Methods

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    Source URL: https://arxiv.org/abs/2411.00853 Source: Hacker News Title: Accelerated AI Inference via Dynamic Execution Methods Feedly Summary: Comments AI Summary and Description: Yes Summary: This paper discusses innovative Dynamic Execution methods that optimize AI inference by improving computational efficiency and reducing resource demands. These methods can enhance performance in generative AI applications like large language models…

  • Slashdot: Getty Images CEO Says Content-Scraping AI Groups Use ‘Pure Theft’ For Profit

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    Source URL: https://slashdot.org/story/24/12/02/1910220/getty-images-ceo-says-content-scraping-ai-groups-use-pure-theft-for-profit?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Getty Images CEO Says Content-Scraping AI Groups Use ‘Pure Theft’ For Profit Feedly Summary: AI Summary and Description: Yes Summary: The text discusses Getty Images CEO’s criticisms of AI companies regarding copyright issues, especially related to the training of AI models. It highlights concerns surrounding fair use of web…

  • Hacker News: A Deep Dive into DDPMs

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    Source URL: https://magic-with-latents.github.io/latent/posts/ddpms/part3/ Source: Hacker News Title: A Deep Dive into DDPMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the mathematical and algorithmic underpinnings of Diffusion Models (DDPMs) for generating images, focusing on the forward and reverse processes involved in sampling from the distributions. It highlights both the complications…

  • Hacker News: OpenAI’s Sora Tool Leaked by Group of Aggrieved Early Testers

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    Source URL: https://www.forbes.com/sites/moinroberts-islam/2024/11/26/openais-sora-tool-leaked-by-group-of-aggrieved-early-testers/ Source: Hacker News Title: OpenAI’s Sora Tool Leaked by Group of Aggrieved Early Testers Feedly Summary: Comments AI Summary and Description: Yes Summary: The unauthorized leak of OpenAI’s Sora video generation tool raises significant ethical, technological, and advocacy-related concerns surrounding innovation, labor exploitation, and corporate accountability. This incident highlights critical challenges in…

  • AWS News Blog: AWS Weekly Roundup: AWS BuilderCards at re:Invent 2024, AWS Community Day, Amazon Bedrock, vector databases, and more (Nov 18, 2024)

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    Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-buildercards-at-reinvent-2024-aws-community-day-amazon-bedrock-vector-databases-and-more-nov-18-2024/ Source: AWS News Blog Title: AWS Weekly Roundup: AWS BuilderCards at re:Invent 2024, AWS Community Day, Amazon Bedrock, vector databases, and more (Nov 18, 2024) Feedly Summary: This week, we wrapped up the final 2024 Latin America Amazon Web Services (AWS) Community Days of the year in Brazil, with multiple parallel events…

  • Hacker News: Diffusion models are evolutionary algorithms

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    Source URL: https://gonzoml.substack.com/p/diffusion-models-are-evolutionary Source: Hacker News Title: Diffusion models are evolutionary algorithms Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a groundbreaking paper linking diffusion models and evolutionary algorithms, positing that both processes create novelty and generalization in data. This revelation is crucial for AI professionals, particularly in generative AI and…

  • Hacker News: Iterative α-(de)blending and Stochastic Interpolants

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    Source URL: http://www.nicktasios.nl/posts/iterative-alpha-deblending/ Source: Hacker News Title: Iterative α-(de)blending and Stochastic Interpolants Feedly Summary: Comments AI Summary and Description: Yes Summary: The text reviews a paper proposing a method called Iterative α-(de)blending for simplifying the understanding and implementation of diffusion models in generative AI. The author critiques the paper for its partial clarity, discusses the…

  • Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup

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    Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…