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Tag: complex reasoning

  • Simon Willison’s Weblog: Phi-4 Technical Report

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    Source URL: https://simonwillison.net/2024/Dec/15/phi-4-technical-report/ Source: Simon Willison’s Weblog Title: Phi-4 Technical Report Feedly Summary: Phi-4 Technical Report Phi-4 is the latest LLM from Microsoft Research. It has 14B parameters and claims to be a big leap forward in the overall Phi series. From Introducing Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning: Phi-4 outperforms…

  • Hacker News: Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning

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    Source URL: https://techcommunity.microsoft.com/blog/aiplatformblog/introducing-phi-4-microsoft%e2%80%99s-newest-small-language-model-specializing-in-comple/4357090 Source: Hacker News Title: Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The introduction of Phi-4, a state-of-the-art small language model by Microsoft, highlights advancements in AI, particularly in complex reasoning and math-related tasks. It emphasizes responsible AI development and the…

  • Hacker News: Training LLMs to Reason in a Continuous Latent Space

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    Source URL: https://arxiv.org/abs/2412.06769 Source: Hacker News Title: Training LLMs to Reason in a Continuous Latent Space Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a novel approach for enhancing reasoning capabilities in large language models (LLMs) through a technique called Coconut, which utilizes a continuous latent space for reasoning rather than…

  • Simon Willison’s Weblog: First impressions of the new Amazon Nova LLMs (via a new llm-bedrock plugin)

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    Source URL: https://simonwillison.net/2024/Dec/4/amazon-nova/ Source: Simon Willison’s Weblog Title: First impressions of the new Amazon Nova LLMs (via a new llm-bedrock plugin) Feedly Summary: Amazon released three new Large Language Models yesterday at their AWS re:Invent conference. The new model family is called Amazon Nova and comes in three sizes: Micro, Lite and Pro. I built…

  • Cloud Blog: Announcing Mistral AI’s Large-Instruct-2411 and Codestral-2411 on Vertex AI

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-mistral-ais-large-instruct-2411-and-codestral-2411-on-vertex-ai/ Source: Cloud Blog Title: Announcing Mistral AI’s Large-Instruct-2411 and Codestral-2411 on Vertex AI Feedly Summary: In July, we announced the availability of Mistral AI’s models on Vertex AI: Codestral for code generation tasks, Mistral Large 2 for high-complexity tasks, and the lightweight Mistral Nemo for reasoning tasks like creative writing. Today, we’re…

  • Hacker News: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI

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    Source URL: https://epochai.org/frontiermath/the-benchmark Source: Hacker News Title: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes FrontierMath, a rigorous benchmark developed to evaluate AI systems’ mathematical reasoning capabilities using complex, original mathematical problems. Despite AI advancements, current models perform poorly, solving less…

  • Hacker News: Dawn: Designing Distributed Agents in a Worldwide Network

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    Source URL: https://arxiv.org/abs/2410.22339 Source: Hacker News Title: Dawn: Designing Distributed Agents in a Worldwide Network Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the design of DAWN, a framework for integrating Large Language Model (LLM)-based agents into a distributed network. It highlights the need for safety, security, and compliance in agent…

  • Hacker News: OpenAI O1

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    Source URL: https://openai.com/index/introducing-openai-o1-preview/ Source: Hacker News Title: OpenAI O1 Feedly Summary: Comments AI Summary and Description: Yes Summary: This text introduces a new series of AI models, OpenAI’s o1 series, which features enhanced reasoning capabilities allowing for superior problem-solving in complex domains such as science, coding, and math. Notably, the models adhere to safety and…

  • OpenAI : Learning to Reason with LLMs

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    Source URL: https://openai.com/index/learning-to-reason-with-llms Source: OpenAI Title: Learning to Reason with LLMs Feedly Summary: We are introducing OpenAI o1, a new large language model trained with reinforcement learning to perform complex reasoning. o1 thinks before it answers—it can produce a long internal chain of thought before responding to the user. AI Summary and Description: Yes Summary:…