Tag: parameter
-
Hacker News: Lightweight Safety Classification Using Pruned Language Models
Source URL: https://arxiv.org/abs/2412.13435 Source: Hacker News Title: Lightweight Safety Classification Using Pruned Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents an innovative technique called Layer Enhanced Classification (LEC) for enhancing content safety and prompt injection classification in Large Language Models (LLMs). It highlights the effectiveness of using smaller, pruned…
-
Hacker News: Don’t Be Misled by Build an App in 5 Minutes with Cursor
Source URL: https://www.pixelstech.net/article/1734488862-do-not-be-misled-by-%e2%80%98build-an-app-in-5-minutes%e2%80%99%3a-in-depth-practice-with-cursor Source: Hacker News Title: Don’t Be Misled by Build an App in 5 Minutes with Cursor Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents a detailed exploration of the Cursor AI-assisted coding tool, highlighting its unique features, advantages, and positions in comparison to other tools like GitHub Copilot…
-
Hacker News: Apple collaborates with Nvidia to research faster LLM performance
Source URL: https://9to5mac.com/2024/12/18/apple-collaborates-with-nvidia-to-research-faster-llm-performance/ Source: Hacker News Title: Apple collaborates with Nvidia to research faster LLM performance Feedly Summary: Comments AI Summary and Description: Yes Summary: Apple has announced a collaboration with NVIDIA to enhance the performance of large language models (LLMs) through a new technique called Recurrent Drafter (ReDrafter). This approach significantly accelerates text generation,…
-
The Register: Boffins trick AI model into giving up its secrets
Source URL: https://www.theregister.com/2024/12/18/ai_model_reveal_itself/ Source: The Register Title: Boffins trick AI model into giving up its secrets Feedly Summary: All it took to make an Google Edge TPU give up model hyperparameters was specific hardware, a novel attack technique … and several days Computer scientists from North Carolina State University have devised a way to copy…
-
Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need
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…
-
The Register: Critical security hole in Apache Struts under exploit
Source URL: https://www.theregister.com/2024/12/17/critical_rce_apache_struts/ Source: The Register Title: Critical security hole in Apache Struts under exploit Feedly Summary: You applied the patch that could stop possible RCE attacks last week, right? A critical security hole in Apache Struts 2, patched last week, is now being exploited using publicly available proof-of-concept (PoC) code.… AI Summary and Description:…