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Tag: lm

  • 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: Explaining Large Language Models Decisions Using Shapley Values

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    Source URL: https://arxiv.org/abs/2404.01332 Source: Hacker News Title: Explaining Large Language Models Decisions Using Shapley Values Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper explores the use of Shapley values to interpret decisions made by large language models (LLMs), highlighting how these models can exhibit cognitive biases and “token noise” effects. This work…

  • Hacker News: Breaking the Mirror – A Look at Apple’s New iPhone Remote Control Feature [video]

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    Source URL: https://media.ccc.de/v/38c3-breaking-the-mirror-a-look-at-apple-s-new-iphone-remote-control-feature Source: Hacker News Title: Breaking the Mirror – A Look at Apple’s New iPhone Remote Control Feature Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the security implications of Apple’s new iPhone Mirroring feature, focusing on the threat model associated with the iOS ecosystem. It highlights the complexities…

  • Hacker News: PQConnect – Automated Post-Quantum End-to-End Tunnels from DJB, Lange, ohters.

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    Source URL: https://www.pqconnect.net/ Source: Hacker News Title: PQConnect – Automated Post-Quantum End-to-End Tunnels from DJB, Lange, ohters. Feedly Summary: Comments AI Summary and Description: Yes Summary: PQConnect introduces a new layer of Internet security specifically designed to counter quantum threats by automatically applying post-quantum cryptography. This solution offers both system administrators and end users an…

  • Hacker News: Running DeepSeek V3 671B on M4 Mac Mini Cluster

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    Source URL: https://blog.exolabs.net/day-2 Source: Hacker News Title: Running DeepSeek V3 671B on M4 Mac Mini Cluster Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into the performance of the DeepSeek V3 model on Apple Silicon, especially in terms of its efficiency and speed compared to other models. It discusses the…

  • Hacker News: Does current AI represent a dead end?

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    Source URL: https://www.bcs.org/articles-opinion-and-research/does-current-ai-represent-a-dead-end/ Source: Hacker News Title: Does current AI represent a dead end? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text underscores the challenges and unmanageability of current AI systems, particularly those based on large neural networks like LLMs and generative AI. It highlights the ethical implications of data usage and…

  • Slashdot: OpenAI Plans Corporate Overhaul To Draw More Investment

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    Source URL: https://slashdot.org/story/24/12/27/1321234/openai-plans-corporate-overhaul-to-draw-more-investment Source: Slashdot Title: OpenAI Plans Corporate Overhaul To Draw More Investment Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s transformation into a Delaware public benefit corporation marks a significant shift in its corporate model, aimed at facilitating greater fundraising potential to enhance AI development. This restructuring is particularly relevant in the…

  • Hacker News: Building AI Products–Part I: Back-End Architecture

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    Source URL: http://philcalcado.com/2024/12/14/building-ai-products-part-i.html Source: Hacker News Title: Building AI Products–Part I: Back-End Architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details the evolution of an AI-powered assistant for engineering leaders, transforming into Outropy, a developer platform aimed at helping software engineers build AI products. It discusses the challenges faced in structuring…

  • Simon Willison’s Weblog: Open WebUI

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    Source URL: https://simonwillison.net/2024/Dec/27/open-webui/#atom-everything Source: Simon Willison’s Weblog Title: Open WebUI Feedly Summary: Open WebUI I tried out this open source (MIT licensed, JavaScript and Python) localhost UI for accessing LLMs today for the first time. It’s very nicely done. I ran it with uvx like this: uvx –python 3.11 open-webui serve On first launch it…

  • Simon Willison’s Weblog: DeepSeek_V3.pdf

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    Source URL: https://simonwillison.net/2024/Dec/26/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek_V3.pdf Feedly Summary: DeepSeek_V3.pdf The DeepSeek v3 paper (and model card) are out, after yesterday’s mysterious release of the undocumented model weights. Plenty of interesting details in here. The model pre-trained on 14.8 trillion “high-quality and diverse tokens" (not otherwise documented). Following this, we conduct post-training, including…