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Tag: parameter

  • Hacker News: A step-by-step guide on deploying DeepSeek-R1 671B locally

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    Kurt Seifried
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    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…

  • Hacker News: Inducing brain-like structure in GPT’s weights makes them parameter efficient

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.16396 Source: Hacker News Title: Inducing brain-like structure in GPT’s weights makes them parameter efficient Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces TopoLoss, a new loss function aimed at enhancing the organization of AI models by adopting brain-like topographic structures. This approach results in superior task performance in…

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

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    Kurt Seifried
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    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…

  • Slashdot: OpenAI Teases ‘New Era’ of AI In US, Deepens Ties With Government

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    Kurt Seifried
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    Source URL: https://yro.slashdot.org/story/25/01/30/2142256/openai-teases-new-era-of-ai-in-us-deepens-ties-with-government?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Teases ‘New Era’ of AI In US, Deepens Ties With Government Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s partnership with the US government, particularly with National Laboratories, aims to leverage AI for advancements in multiple fields, including national security, energy, and cybersecurity. This collaboration signifies a…

  • Hacker News: Cerebras fastest host for DeepSeek R1, 57x faster than Nvidia GPUs

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    Kurt Seifried
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    Source URL: https://venturebeat.com/ai/cerebras-becomes-the-worlds-fastest-host-for-deepseek-r1-outpacing-nvidia-gpus-by-57x/ Source: Hacker News Title: Cerebras fastest host for DeepSeek R1, 57x faster than Nvidia GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The announcement of Cerebras Systems hosting DeepSeek’s R1 AI model highlights significant advancements in computational speed and data sovereignty in the AI sector. With speeds up to 57…

  • Simon Willison’s Weblog: Mistral Small 3

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/30/mistral-small-3/#atom-everything Source: Simon Willison’s Weblog Title: Mistral Small 3 Feedly Summary: Mistral Small 3 First model release of 2025 for French AI lab Mistral, who describe Mistral Small 3 as “a latency-optimized 24B-parameter model released under the Apache 2.0 license." More notably, they claim the following: Mistral Small 3 is competitive with larger…

  • Hacker News: Mistral Small 3

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    Kurt Seifried
    in

    Source URL: https://mistral.ai/news/mistral-small-3/ Source: Hacker News Title: Mistral Small 3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Mistral Small 3, a new 24B-parameter model optimized for latency, designed for generative AI tasks. It highlights the model’s competitive performance compared to larger models, its suitability for local deployment, and its potential…

  • The Register: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba?

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/30/alibaba_qwen_ai/ Source: The Register Title: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba? Feedly Summary: Qwen 2.5 Max tops both DS V3 and GPT-4o, cloud giant claims Analysis The speed and efficiency at which DeepSeek claims to be training large language models (LLMs) competitive with…

  • Hacker News: A minimal PyTorch implementation for training your own small LLM from scratch

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    Kurt Seifried
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    Source URL: https://github.com/Om-Alve/smolGPT Source: Hacker News Title: A minimal PyTorch implementation for training your own small LLM from scratch Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text describes a minimal PyTorch implementation for training a small Language Model (LLM) from scratch, intended primarily for educational purposes. It showcases modern techniques in LLM…