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Tag: model performance

  • Simon Willison’s Weblog: Comma v0.1 1T and 2T – 7B LLMs trained on openly licensed text

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jun/7/comma/#atom-everything Source: Simon Willison’s Weblog Title: Comma v0.1 1T and 2T – 7B LLMs trained on openly licensed text Feedly Summary: It’s been a long time coming, but we finally have some promising LLMs to try out which are trained entirely on openly licensed text! EleutherAI released the Pile four and a half…

  • Docker: How to Make an AI Chatbot from Scratch using Docker Model Runner

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    Kurt Seifried
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    Source URL: https://www.docker.com/blog/how-to-make-ai-chatbot-from-scratch/ Source: Docker Title: How to Make an AI Chatbot from Scratch using Docker Model Runner Feedly Summary: Today, we’ll show you how to build a fully functional Generative AI chatbot using Docker Model Runner and powerful observability tools, including Prometheus, Grafana, and Jaeger. We’ll walk you through the common challenges developers face…

  • Slashdot: ‘Some Signs of AI Model Collapse Begin To Reveal Themselves’

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/05/28/0242240/some-signs-of-ai-model-collapse-begin-to-reveal-themselves?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: ‘Some Signs of AI Model Collapse Begin To Reveal Themselves’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the declining quality of AI-driven search engines, particularly highlighting an issue known as “model collapse,” where the accuracy and reliability of AI outputs deteriorate over time due to…

  • Cloud Blog: Vertex AI Studio, redesigned: Your source for generative AI media models across all modalities

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-studio-redesigned/ Source: Cloud Blog Title: Vertex AI Studio, redesigned: Your source for generative AI media models across all modalities Feedly Summary: Google Cloud’s Vertex AI platform makes it easy to experiment with and customize over 200 advanced foundation models – like the latest Google Gemini models, and third-party partner models such as Meta’s…

  • Simon Willison’s Weblog: Devstral

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/May/21/devstral/#atom-everything Source: Simon Willison’s Weblog Title: Devstral Feedly Summary: Devstral New Apache 2.0 licensed LLM release from Mistral, this time specifically trained for code. Devstral achieves a score of 46.8% on SWE-Bench Verified, outperforming prior open-source SoTA models by more than 6% points. When evaluated under the same test scaffold (OpenHands, provided by…

  • The Register: Microsoft-backed AI out-forecasts hurricane experts without crunching the physics

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/05/21/earth_system_model_hurricane_forecast/ Source: The Register Title: Microsoft-backed AI out-forecasts hurricane experts without crunching the physics Feedly Summary: LLM trained on decades of weather data claimed to be faster, and cheaper Scientists have developed a machine learning model that can outperform official agencies at predicting tropical cyclone tracks, and do it faster and cheaper than…

  • Cloud Blog: Google AI Edge Portal: On-device machine learning testing at scale

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/ai-edge-portal-brings-on-device-ml-testing-at-scale/ Source: Cloud Blog Title: Google AI Edge Portal: On-device machine learning testing at scale Feedly Summary: Today, we’re excited to announce Google AI Edge Portal in private preview, Google Cloud’s new solution for testing and benchmarking on-device machine learning (ML) at scale.  Machine learning on mobile devices enables amazing app experiences. But…

  • Simon Willison’s Weblog: llm-pdf-to-images

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/May/18/llm-pdf-to-images/#atom-everything Source: Simon Willison’s Weblog Title: llm-pdf-to-images Feedly Summary: llm-pdf-to-images Inspired by my previous llm-video-frames plugin, I thought it would be neat to have a plugin for LLM that can take a PDF and turn that into an image-per-page so you can feed PDFs into models that support image inputs but don’t yet…

  • Simon Willison’s Weblog: qwen2.5vl in Ollama

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/May/18/qwen25vl-in-ollama/#atom-everything Source: Simon Willison’s Weblog Title: qwen2.5vl in Ollama Feedly Summary: qwen2.5vl in Ollama Ollama announced a complete overhaul of their vision support the other day. Here’s the first new model they’ve shipped since then – a packaged version of Qwen 2.5 VL which was first released on January 26th 2025. Here are…