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Tag: llm

  • 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: 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…

  • 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…

  • Hacker News: DeepSeek-V3

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    Source URL: https://github.com/deepseek-ai/DeepSeek-V3 Source: Hacker News Title: DeepSeek-V3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces DeepSeek-V3, a significant advancement in language model technology, showcasing its innovative architecture and training techniques designed for improving efficiency and performance. For AI, cloud, and infrastructure security professionals, the novel methodologies and benchmarks presented can…

  • Simon Willison’s Weblog: deepseek-ai/DeepSeek-V3-Base

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    Source URL: https://simonwillison.net/2024/Dec/25/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: deepseek-ai/DeepSeek-V3-Base Feedly Summary: deepseek-ai/DeepSeek-V3-Base No model card or announcement yet, but this new model release from Chinese AI lab DeepSeek (an arm of Chinese hedge fund High-Flyer) looks very significant. It’s a huge model – 685B parameters, 687.9 GB on disk (TIL how to size a git-lfs…

  • Simon Willison’s Weblog: Trying out QvQ – Qwen’s new visual reasoning model

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    Source URL: https://simonwillison.net/2024/Dec/24/qvq/#atom-everything Source: Simon Willison’s Weblog Title: Trying out QvQ – Qwen’s new visual reasoning model Feedly Summary: I thought we were done for major model releases in 2024, but apparently not: Alibaba’s Qwen team just dropped the Apache2 2 licensed QvQ-72B-Preview, “an experimental research model focusing on enhancing visual reasoning capabilities". Their blog…

  • Hacker News: AIs Will Increasingly Fake Alignment

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    Source URL: https://thezvi.substack.com/p/ais-will-increasingly-fake-alignment Source: Hacker News Title: AIs Will Increasingly Fake Alignment Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses significant findings from a research paper by Anthropic and Redwood Research on “alignment faking” in large language models (LLMs), particularly focusing on the model named Claude. The results reveal how AI…