Experimental News Clipping Site

Tag: ranking

  • Hacker News: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence

    —

    by

    system automation
    in

    Source URL: https://arxiv.org/abs/2410.21228 Source: Hacker News Title: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a comparative study of Low-Rank Adaptation (LoRA) and full fine-tuning for large language models (LLMs). It reveals significant differences in how each method alters pre-trained models, particularly focusing…

  • Simon Willison’s Weblog: Claude 3.5 Haiku

    —

    by

    system automation
    in

    Source URL: https://simonwillison.net/2024/Nov/4/haiku/#atom-everything Source: Simon Willison’s Weblog Title: Claude 3.5 Haiku Feedly Summary: Anthropic released Claude 3.5 Haiku today, a few days later than expected (they said it would be out by the end of October). I was expecting this to be a complete replacement for their existing Claude 3 Haiku model, in the same…

  • Schneier on Security: Roger Grimes on Prioritizing Cybersecurity Advice

    —

    by

    system automation
    in

    Source URL: https://www.schneier.com/blog/archives/2024/10/roger-grimes-on-prioritizing-cybersecurity-advice.html Source: Schneier on Security Title: Roger Grimes on Prioritizing Cybersecurity Advice Feedly Summary: This is a good point: Part of the problem is that we are constantly handed lists…list of required controls…list of things we are being asked to fix or improve…lists of new projects…lists of threats, and so on, that are…

  • Hacker News: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive

    —

    by

    system automation
    in

    Source URL: https://www.deepseek.com/ Source: Hacker News Title: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses DeepSeek-V2.5, an open-source model that has achieved notable rankings against leading large models such as GPT-4 and LLaMA3-70B. Its specialization in areas like math,…

  • Hamel’s Blog: Creating a LLM-as-a-Judge That Drives Business Results

    —

    by

    system automation
    in

    Source URL: https://hamel.dev/blog/posts/llm-judge/ Source: Hamel’s Blog Title: Creating a LLM-as-a-Judge That Drives Business Results Feedly Summary: Earlier this year, I wrote Your AI product needs evals. Many of you asked, “How do I get started with LLM-as-a-judge?” This guide shares what I’ve learned after helping over 30 companies set up their evaluation systems. The Problem:…

  • CSA: How CSA Research Uses the Cloud Controls Matrix

    —

    by

    system automation
    in

    Source URL: https://cloudsecurityalliance.org/blog/2024/10/25/how-csa-research-uses-the-cloud-controls-matrix-to-address-diverse-security-challenges Source: CSA Title: How CSA Research Uses the Cloud Controls Matrix Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the Cloud Security Alliance’s (CSA) utilization of the Cloud Controls Matrix (CCM) to enhance cloud security practices across various domains, including AI and quantum-safe security. It explores the development of…

  • Cloud Blog: Google is a Leader in Gartner Magic Quadrant for Strategic Cloud Platform Services

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/products/infrastructure-modernization/google-is-a-leader-in-gartner-magic-quadrant-for-strategic-cloud-platform-services/ Source: Cloud Blog Title: Google is a Leader in Gartner Magic Quadrant for Strategic Cloud Platform Services Feedly Summary: For the seventh consecutive year, Gartner® has named Google a Leader in the Gartner Magic Quadrant™ for Strategic Cloud Platform Services. This year marks a major milestone: Google has made a notable jump…

  • CSA: AI Application Security & Fundamental Cyber Hygiene

    —

    by

    system automation
    in

    Source URL: https://www.tenable.com/blog/securing-the-ai-attack-surface-separating-the-unknown-from-the-well-understood Source: CSA Title: AI Application Security & Fundamental Cyber Hygiene Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the emerging risks associated with LLM (Large Language Model) and AI applications, emphasizing the necessity for foundational cybersecurity practices and clear usage policies to mitigate vulnerabilities. It highlights the unique security…

  • Hacker News: Alternatives to cosine similarity

    —

    by

    system automation
    in

    Source URL: https://tomhazledine.com/cosine-similarity-alternatives/ Source: Hacker News Title: Alternatives to cosine similarity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses various methods for comparing vectors, particularly in the context of LLM embeddings, emphasizing the utility of cosine similarity over alternative distance functions like Euclidean and Manhattan distances. It underscores the significance of…

  • Hacker News: Leveraging AI for efficient incident response

    —

    by

    system automation
    in

    Source URL: https://engineering.fb.com/2024/06/24/data-infrastructure/leveraging-ai-for-efficient-incident-response/ Source: Hacker News Title: Leveraging AI for efficient incident response Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Meta’s development of an AI-assisted root cause analysis system that utilizes heuristic-based retrieval and large language model (LLM) ranking to enhance reliability investigations. It highlights a unique approach combining advanced…