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Tag: small models

  • Simon Willison’s Weblog: llm-gguf 0.2, now with embeddings

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    Source URL: https://simonwillison.net/2024/Nov/21/llm-gguf-embeddings/#atom-everything Source: Simon Willison’s Weblog Title: llm-gguf 0.2, now with embeddings Feedly Summary: llm-gguf 0.2, now with embeddings This new release of my llm-gguf plugin – which adds support for locally hosted GGUF LLMs – adds a new feature: it now supports embedding models distributed as GGUFs as well. This means you can…

  • Simon Willison’s Weblog: NuExtract 1.5

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    Source URL: https://simonwillison.net/2024/Nov/16/nuextract-15/#atom-everything Source: Simon Willison’s Weblog Title: NuExtract 1.5 Feedly Summary: NuExtract 1.5 Structured extraction – where an LLM helps turn unstructured text (or image content) into structured data – remains one of the most directly useful applications of LLMs. NuExtract is a family of small models directly trained for this purpose, and released…

  • Hamel’s Blog: Creating a LLM-as-a-Judge That Drives Business Results

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    Source URL: https://hamel.dev/blog/posts/llm-judge/ Source: Hamel’s Blog Title: Creating a LLM-as-a-Judge That Drives Business Results Feedly Summary: Earlier this year, I wrote Your AI product needs evals. Many of you asked, “How do I get started with LLM-as-a-judge?” This guide shares what I’ve learned after helping over 30 companies set up their evaluation systems. The Problem:…

  • Hacker News: The Prompt() Function: Use the Power of LLMs with SQL

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    Source URL: https://motherduck.com/blog/sql-llm-prompt-function-gpt-models/ Source: Hacker News Title: The Prompt() Function: Use the Power of LLMs with SQL Feedly Summary: Comments AI Summary and Description: Yes Summary: The introduction of the prompt() function allows users to integrate small language models (SLMs) like OpenAI’s gpt-4o-mini into SQL queries, significantly improving the accessibility and functionality of large language…

  • Cloud Blog: Real-time data for real-world AI with support for Apache Flink in BigQuery

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    Source URL: https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-engine-for-apache-flink/ Source: Cloud Blog Title: Real-time data for real-world AI with support for Apache Flink in BigQuery Feedly Summary: Today’s organizations aspire to become “by-the-second" businesses, capable of adapting in real time to changes in their supply chain, inventory, customer behavior, and more. They also strive to provide exceptional customer experiences, whether it’s…

  • Simon Willison’s Weblog: Quoting Jason Wei (OpenAI)

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    Source URL: https://simonwillison.net/2024/Sep/12/jason-wei-openai/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Jason Wei (OpenAI) Feedly Summary: o1-mini is the most surprising research result I’ve seen in the past year Obviously I cannot spill the secret, but a small model getting >60% on AIME math competition is so good that it’s hard to believe— Jason Wei (OpenAI) Tags:…