Tag: language models

  • Simon Willison’s Weblog: datasette-llm-usage

    Source URL: https://simonwillison.net/2024/Dec/2/datasette-llm-usage/ Source: Simon Willison’s Weblog Title: datasette-llm-usage Feedly Summary: datasette-llm-usage I released the first alpha of a Datasette plugin to help track LLM usage by other plugins, with the goal of supporting token allowances – both for things like free public apps that stop working after a daily allowance, plus free previews of…

  • Simon Willison’s Weblog: PydanticAI

    Source URL: https://simonwillison.net/2024/Dec/2/pydanticai/#atom-everything Source: Simon Willison’s Weblog Title: PydanticAI Feedly Summary: PydanticAI New project from Pydantic, which they describe as an “Agent Framework / shim to use Pydantic with LLMs". I asked which agent definition they are using and it’s the "system prompt with bundled tools" one. To their credit, they explain that in their…

  • Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…

  • Hacker News: What happens if we remove 50 percent of Llama?

    Source URL: https://neuralmagic.com/blog/24-sparse-llama-smaller-models-for-efficient-gpu-inference/ Source: Hacker News Title: What happens if we remove 50 percent of Llama? Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document introduces Sparse Llama 3.1, a foundational model designed to improve efficiency in large language models (LLMs) through innovative sparsity and quantization techniques. The model offers significant benefits in…

  • AWS News Blog: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock

    Source URL: https://aws.amazon.com/blogs/aws/new-rag-evaluation-and-llm-as-a-judge-capabilities-in-amazon-bedrock/ Source: AWS News Blog Title: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock Feedly Summary: Evaluate AI models and applications efficiently with Amazon Bedrock’s new LLM-as-a-judge capability for model evaluation and RAG evaluation for Knowledge Bases, offering a variety of quality and responsible AI metrics at scale. AI Summary and Description:…

  • AWS News Blog: Newly enhanced Amazon Connect adds generative AI, WhatsApp Business, and secure data collection

    Source URL: https://aws.amazon.com/blogs/aws/newly-enhanced-amazon-connect-adds-generative-ai-whatsapp-business-and-secure-data-collection/ Source: AWS News Blog Title: Newly enhanced Amazon Connect adds generative AI, WhatsApp Business, and secure data collection Feedly Summary: Use innovative tools like generative AI for segmentation and campaigns, WhatsApp Business, data privacy controls for chat, AI guardrails, conversational AI bot management, and enhanced analytics to elevate customer experiences securely and…

  • Simon Willison’s Weblog: Simon Willison: The Future of Open Source and AI

    Source URL: https://simonwillison.net/2024/Dec/2/the-future-of-open-source-and-ai/#atom-everything Source: Simon Willison’s Weblog Title: Simon Willison: The Future of Open Source and AI Feedly Summary: Simon Willison: The Future of Open Source and AI I sat down a few weeks ago to record this conversation with Logan Kilpatrick and Nolan Fortman for their podcast Around the Prompt. The episode is available…

  • Hacker News: NaNoGenMo 2024 novel from AI captioned stills from the movie A.I

    Source URL: https://github.com/barnoid/AIAI2 Source: Hacker News Title: NaNoGenMo 2024 novel from AI captioned stills from the movie A.I Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the creative process of generating a novelization of the film “A.I. Artificial Intelligence” using AI tools, particularly emphasizing the use of a local instance of…

  • Simon Willison’s Weblog: LLM 0.19

    Source URL: https://simonwillison.net/2024/Dec/1/llm-019/ Source: Simon Willison’s Weblog Title: LLM 0.19 Feedly Summary: LLM 0.19 I just released version 0.19 of LLM, my Python library and CLI utility for working with Large Language Models. I released 0.18 a couple of weeks ago adding support for calling models from Python asyncio code. 0.19 improves on that, and…

  • AWS News Blog: AWS Database Migration Service now automates time-intensive schema conversion tasks using generative AI

    Source URL: https://aws.amazon.com/blogs/aws/aws-data-migration-service-improves-database-schema-conversion-with-generative-ai/ Source: AWS News Blog Title: AWS Database Migration Service now automates time-intensive schema conversion tasks using generative AI Feedly Summary: AWS DMS Schema Conversion converts up to 90% of your schema to accelerate your database migrations and reduce manual effort with the power of generative AI. AI Summary and Description: Yes Summary:…