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Tag: reinforcement

  • The Register: DeepSeek means companies need to consider AI investment more carefully

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/31/deepseek_implications/ Source: The Register Title: DeepSeek means companies need to consider AI investment more carefully Feedly Summary: But Chinese startup shakeup doesn’t herald ‘drastic drop’ in need for infrastructure buildout, say analysts Analysis The shockwave following the release of competitive AI models from Chinese startup DeepSeek has led many to question the assumption…

  • Hacker News: Mini-R1: Reproduce DeepSeek R1 "Aha Moment"

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    Kurt Seifried
    in

    Source URL: https://www.philschmid.de/mini-deepseek-r1 Source: Hacker News Title: Mini-R1: Reproduce DeepSeek R1 "Aha Moment" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek R1, an open model for complex reasoning tasks that utilizes reinforcement learning algorithms, specifically Group Relative Policy Optimization (GRPO). It offers insight into the model’s training…

  • AWS News Blog: DeepSeek-R1 models now available on AWS

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    Kurt Seifried
    in

    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…

  • Hacker News: An Analysis of DeepSeek’s R1-Zero and R1

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    Kurt Seifried
    in

    Source URL: https://arcprize.org/blog/r1-zero-r1-results-analysis Source: Hacker News Title: An Analysis of DeepSeek’s R1-Zero and R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the implications and potential of the R1-Zero and R1 systems from DeepSeek in the context of AI advancements, particularly focusing on their competitive performance against existing LLMs like OpenAI’s…

  • Hacker News: On DeepSeek and Export Controls

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    Kurt Seifried
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    Source URL: https://darioamodei.com/on-deepseek-and-export-controls Source: Hacker News Title: On DeepSeek and Export Controls Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the implications of DeepSeek, a Chinese AI company, in relation to U.S. export controls on AI chips and its potential impact on global AI competitiveness. It argues that while DeepSeek’s recent…

  • Hacker News: DeepSeek proves the future of LLMs is open-source

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    Kurt Seifried
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    Source URL: https://www.getlago.com/blog/deepseek-open-source Source: Hacker News Title: DeepSeek proves the future of LLMs is open-source Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses DeepSeek, a Chinese AI lab that has developed an open-source reasoning model, R1, which competes with high-profile models like OpenAI’s o1. It highlights the unique position of DeepSeek…

  • The Register: AI revoir, Lucie: France’s answer to ChatGPT paused after faux pas overdrive

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/29/french_ai_chatbot_lucie_suspended/ Source: The Register Title: AI revoir, Lucie: France’s answer to ChatGPT paused after faux pas overdrive Feedly Summary: Slew of embarrassing answers sends open source chatterbox back for more schooling As China demonstrates how competitive open source AI models can be via the latest DeepSeek release, France has shown the opposite.… AI…

  • Hacker News: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model

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    Kurt Seifried
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    Source URL: https://qwenlm.github.io/blog/qwen2.5-max/ Source: Hacker News Title: Qwen2.5-Max: Exploring the Intelligence of Large-Scale Moe Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development and performance evaluation of Qwen2.5-Max, a large-scale Mixture-of-Expert (MoE) model pretrained on over 20 trillion tokens. It highlights significant advancements in model intelligence achieved through scaling…

  • Hacker News: Open-R1: an open reproduction of DeepSeek-R1

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    Kurt Seifried
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    Source URL: https://huggingface.co/blog/open-r1 Source: Hacker News Title: Open-R1: an open reproduction of DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the release of DeepSeek-R1, a language model that significantly enhances reasoning capabilities through advanced training techniques, including reinforcement learning. The Open-R1 project aims to replicate and build upon DeepSeek-R1’s methodologies…

  • Simon Willison’s Weblog: Quoting Jack Clark

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/28/jack-clark-r1/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Jack Clark Feedly Summary: The most surprising part of DeepSeek-R1 is that it only takes ~800k samples of ‘good’ RL reasoning to convert other models into RL-reasoners. Now that DeepSeek-R1 is available people will be able to refine samples out of it to convert any other…