Tag: large language model
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Hacker News: Running DeepSeek R1 on Your Own (cheap) Hardware – The fast and easy way
Source URL: https://linux-howto.org/running-deepseek-r1-on-your-own-hardware-the-fast-and-easy-way Source: Hacker News Title: Running DeepSeek R1 on Your Own (cheap) Hardware – The fast and easy way Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a step-by-step guide to setting up and running the DeepSeek R1 large language model on personal hardware, emphasizing its independence from cloud…
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Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting
Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…
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Hacker News: Show HN: Simple to build MCP servers that easily connect with custom LLM calls
Source URL: https://mirascope.com/learn/mcp/server/ Source: Hacker News Title: Show HN: Simple to build MCP servers that easily connect with custom LLM calls Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the MCP (Model Context Protocol) Server in Mirascope, focusing on how to implement a simple book recommendation server that facilitates secure interactions…
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Hacker News: Notes on OpenAI O3-Mini
Source URL: https://simonwillison.net/2025/Jan/31/o3-mini/ Source: Hacker News Title: Notes on OpenAI O3-Mini Feedly Summary: Comments AI Summary and Description: Yes Summary: The announcement of OpenAI’s o3-mini model marks a significant development in the landscape of large language models (LLMs). With enhanced performance on specific benchmarks and user functionalities that include internet search capabilities, o3-mini aims to…
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Hacker News: OpenAI launches o3-mini, its latest ‘reasoning’ model
Source URL: https://techcrunch.com/2025/01/31/openai-launches-o3-mini-its-latest-reasoning-model/ Source: Hacker News Title: OpenAI launches o3-mini, its latest ‘reasoning’ model Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI has launched o3-mini, a new AI reasoning model aimed at enhancing accessibility and performance in technical domains like STEM. This model distinguishes itself by fact-checking its outputs, presenting a more reliable…
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Hacker News: Large Language Models Think Too Fast to Explore Effectively
Source URL: https://arxiv.org/abs/2501.18009 Source: Hacker News Title: Large Language Models Think Too Fast to Explore Effectively Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper titled “Large Language Models Think Too Fast To Explore Effectively” investigates the exploratory capabilities of Large Language Models (LLMs). It highlights that while LLMs excel in many domains,…
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Wired: DeepSeek’s Safety Guardrails Failed Every Test Researchers Threw at Its AI Chatbot
Source URL: https://www.wired.com/story/deepseeks-ai-jailbreak-prompt-injection-attacks/ Source: Wired Title: DeepSeek’s Safety Guardrails Failed Every Test Researchers Threw at Its AI Chatbot Feedly Summary: Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one. AI Summary and Description: Yes Summary: The text highlights the ongoing battle between hackers and security researchers…
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Cloud Blog: Improving model performance with PyTorch/XLA 2.6
Source URL: https://cloud.google.com/blog/products/application-development/pytorch-xla-2-6-helps-improve-ai-model-performance/ Source: Cloud Blog Title: Improving model performance with PyTorch/XLA 2.6 Feedly Summary: For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run their PyTorch models on Cloud TPUs with only a few minor code changes. It…
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Hacker News: A step-by-step guide on deploying DeepSeek-R1 671B locally
Source URL: https://snowkylin.github.io/blogs/a-note-on-deepseek-r1.html Source: Hacker News Title: A step-by-step guide on deploying DeepSeek-R1 671B locally Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed guide for deploying DeepSeek R1 671B AI models locally using ollama, including hardware requirements, installation steps, and observations on model performance. This information is particularly relevant…
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AWS News Blog: DeepSeek-R1 models now available on AWS
Source URL: https://aws.amazon.com/blogs/aws/deepseek-r1-models-now-available-on-aws/ Source: AWS News Blog Title: DeepSeek-R1 models now available on AWS Feedly Summary: DeepSeek-R1, a powerful large language model featuring reinforcement learning and chain-of-thought capabilities, is now available for deployment via Amazon Bedrock and Amazon SageMaker AI, enabling users to build and scale their generative AI applications with minimal infrastructure investment to…