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Tag: structured outputs

  • Hacker News: Show HN: Value likelihoods for OpenAI structured output

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    Kurt Seifried
    in

    Source URL: https://arena-ai.github.io/structured-logprobs/ Source: Hacker News Title: Show HN: Value likelihoods for OpenAI structured output Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the open-source Python library “structured-logprobs,” which enhances the understanding and reliability of outputs from OpenAI’s Language Learning Models (LLM) by providing detailed log probability information. This offers valuable…

  • Simon Willison’s Weblog: Quoting Ben Hylak

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/12/ben-hylak/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Ben Hylak Feedly Summary: I was using o1 like a chat model — but o1 is not a chat model. If o1 is not a chat model — what is it? I think of it like a “report generator.” If you give it enough context, and…

  • Cloud Blog: Supervised Fine Tuning for Gemini: A best practices guide

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/master-gemini-sft/ Source: Cloud Blog Title: Supervised Fine Tuning for Gemini: A best practices guide Feedly Summary: Foundation models such as Gemini have revolutionized how we work, but sometimes they need guidance to excel at specific business tasks. Perhaps their answers are too long, or their summaries miss the mark. That’s where supervised fine-tuning…

  • Hacker News: Structured Outputs with Ollama

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    system automation
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    Source URL: https://ollama.com/blog/structured-outputs Source: Hacker News Title: Structured Outputs with Ollama Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text elaborates on enhancements to the Ollama libraries that support structured outputs, allowing users to constrain model responses to predefined JSON formats. This innovation can improve the reliability and consistency of data extraction in…

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

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    system automation
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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…

  • Hacker News: Extracting financial disclosure and police reports with OpenAI Structured Output

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    system automation
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    Source URL: https://gist.github.com/dannguyen/faaa56cebf30ad51108a9fe4f8db36d8 Source: Hacker News Title: Extracting financial disclosure and police reports with OpenAI Structured Output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text details a demonstration of OpenAI’s GPT-4o-mini model for extracting structured data from financial disclosure reports and police blotter narratives. This showcases how AI can effectively parse…