Tag: tokenization

  • Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization

    Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…

  • Hacker News: Something weird is happening with LLMs and Chess

    Source URL: https://dynomight.net/chess/ Source: Hacker News Title: Something weird is happening with LLMs and Chess Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses an exploration of how various large language models (LLMs) perform at playing chess, ultimately revealing significant differences in performance across models. Despite enthusiasm about LLMs’ capabilities, the results…

  • Cloud Blog: Secure your data ecosystem: a multi-layered approach with Google Cloud

    Source URL: https://cloud.google.com/blog/products/data-analytics/learn-how-to-build-a-secure-data-platform-with-google-cloud-ebook/ Source: Cloud Blog Title: Secure your data ecosystem: a multi-layered approach with Google Cloud Feedly Summary: It’s an exciting time in the world of data and analytics, with more organizations harnessing the power of data and AI to help transform and grow their businesses. But in a threat landscape with increasingly sophisticated…

  • Hacker News: Probably pay attention to tokenizers

    Source URL: https://cybernetist.com/2024/10/21/you-should-probably-pay-attention-to-tokenizers/ Source: Hacker News Title: Probably pay attention to tokenizers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the critical role of tokenization in AI applications, particularly those utilizing Retrieval-Augmented Generation (RAG). It emphasizes how understanding tokenization can significantly affect the performance of AI models, especially in contexts…

  • Cloud Blog: How Google Cloud supports telecom security and compliance

    Source URL: https://cloud.google.com/blog/products/identity-security/how-google-cloud-supports-telecom-regulatory-compliance/ Source: Cloud Blog Title: How Google Cloud supports telecom security and compliance Feedly Summary: Operating a telecommunications network is more than just connecting phone calls, or helping people share funny videos online. Telecom networks are critical components of our society’s infrastructure. Telecom operators face a wide array of risks to the critical…

  • Hacker News: Building LLMs from the Ground Up: A 3-Hour Coding Workshop

    Source URL: https://magazine.sebastianraschka.com/p/building-llms-from-the-ground-up Source: Hacker News Title: Building LLMs from the Ground Up: A 3-Hour Coding Workshop Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a workshop focused on Large Language Models (LLMs), detailing its structure and content. This workshop is significant for security and compliance professionals as it enhances understanding…