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Tag: tasks

  • Hacker News: Coconut by Meta AI – Better LLM Reasoning with Chain of Continuous Thought?

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    Source URL: https://aipapersacademy.com/chain-of-continuous-thought/ Source: Hacker News Title: Coconut by Meta AI – Better LLM Reasoning with Chain of Continuous Thought? Feedly Summary: Comments AI Summary and Description: Yes Summary: This text presents an innovative approach to enhancing reasoning capabilities in large language models (LLMs) through a method called Chain of Continuous Thought (COCONUT). It highlights…

  • Hacker News: Performance of LLMs on Advent of Code 2024

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    Source URL: https://www.jerpint.io/blog/advent-of-code-llms/ Source: Hacker News Title: Performance of LLMs on Advent of Code 2024 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses an experiment evaluating the performance of Large Language Models (LLMs) during the Advent of Code 2024 challenge, revealing that LLMs did not perform as well as expected. The…

  • Cloud Blog: A Look Back at the AI Innovations Transforming the Public Sector

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    Source URL: https://cloud.google.com/blog/topics/public-sector/a-look-back-at-the-ai-innovations-transforming-the-public-sector/ Source: Cloud Blog Title: A Look Back at the AI Innovations Transforming the Public Sector Feedly Summary: 2024 was a year of incredible innovation and progress, as we continue to invest in bringing the best of Google AI to our customers around the world. The public sector is adopting the latest AI…

  • Hacker News: KAG – Knowledge Graph RAG Framework

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    Source URL: https://github.com/OpenSPG/KAG Source: Hacker News Title: KAG – Knowledge Graph RAG Framework Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces KAG (Knowledge Augmented Generation), a framework leveraging large language models (LLMs) to enhance logical reasoning and Q&A capabilities in specialized domains. It overcomes traditional challenges in vector similarity and graph…

  • Hacker News: Measuring and Understanding LLM Identity Confusion

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    Source URL: https://arxiv.org/abs/2411.10683 Source: Hacker News Title: Measuring and Understanding LLM Identity Confusion Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a research paper focused on “identity confusion” in Large Language Models (LLMs), which has implications for their originality and trustworthiness across various applications. With over a quarter of analyzed LLMs…

  • Hacker News: I Run LLMs Locally

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    Source URL: https://abishekmuthian.com/how-i-run-llms-locally/ Source: Hacker News Title: I Run LLMs Locally Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses how to set up and run Large Language Models (LLMs) locally, highlighting hardware requirements, tools, model choices, and practical insights on achieving better performance. This is particularly relevant for professionals focused on…

  • 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: Exploring Microsoft’s Phi-3-Mini and its integration with tool like Ollama

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    Source URL: https://pieces.app/blog/phi-3-mini-integrations Source: Hacker News Title: Exploring Microsoft’s Phi-3-Mini and its integration with tool like Ollama Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Microsoft’s Phi-3-mini, a highly efficient small language model that excels in coding and reasoning tasks, making it suitable for developers working in resource-constrained environments. It highlights…

  • Hacker News: Show HN: DeepSeek v3 – A 671B parameter AI Language Model

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    Source URL: https://deepseekv3.org/ Source: Hacker News Title: Show HN: DeepSeek v3 – A 671B parameter AI Language Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes the capabilities of DeepSeek v3, highlighting its advanced architecture and proficiency in various tasks such as text generation and code completion, which are particularly relevant…

  • 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…