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Domain: towardsdatascience.com Added: 2025-08-13 Status: βœ“ Success
towardsdatascience.com
It’s not the most exciting topic, but more and more companies are paying attention. So it’s worth digging into which metrics to track to actually measure that performance. It also helps to have proper...
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How to Develop Powerful Internal LLM Benchmarks
https://towardsdatascience.com/how-to-develop-powerf-interal-llm-benchmarks/
However, these benchmarks have an inherent flaw: The companies releasing new front-end models are strongly incentivized to optimize their models for s...
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So you wanna build a local RAG?
https://blog.yakkomajuri.com/blog/local-rag
When we launched Skald, we wanted it to not only be self-hostable, but also for one to be able to run it without sending any data to third-parties. Wi...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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How to 10x Productivity with AI
https://pub.towardsai.net/how-to-10x-productivity-with-ai-32d38a2ee0d2?source=rss----98111c9905da---4
Member-only story How to 10x Productivity with AI Unlock 5 high-impact techniques to apply LLMs The development of LLMs has fundamentally changed the ...
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Systematic LLM Prompt Engineering Using DSPy Optimization
https://towardsdatascience.com/systematic-llm-prompt-engineering-using-dspy-optimization/
The field of applied AI, which typically involves building pipelines that connect data to Large Language Models (LLMs) in a way that generates busines...
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Building with Humility
https://www.matroid.com/building-with-humility/
Building with Humility John Goddard | July 31st, 2025 How a product can get it right when machine learning gets it wrong Introduction Silicon Valley i...
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Error extracting title
https://simonwillison.net/2024/Dec/31/llms-in-2024/
Things we learned about LLMs in 2024 31st December 2024 A lot has happened in the world of Large Language Models over the course of 2024. Here’s a rev...
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Enable stakeholder data access with Text-to-SQL RAGs
https://www.startdataengineering.com/post/data-democratize-llm/
Enable stakeholder data access with Text-to-SQL RAGs - 1. Introduction - 2. TL;DR - 3. Enabling Stakeholder data access with RAGs - 3.1. Set up - 3.2....
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Building Confidence: A Case Study in How to Create Confidence Scores for GenAI Applications
https://engineering.atspotify.com/2024/12/building-confidence-a-case-study-in-how-to-create-confidence-scores-for-genai-applications/
Building Confidence: A Case Study in How to Create Confidence Scores for GenAI Applications TL;DR Getting a response from GenAI is quick and straightf...
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Error extracting title
https://www.lesswrong.com/posts/2pkNCvBtK6G6FKoNn/so-you-think-you-ve-awoken-chatgpt
Agree with much of thisβ€”particularly that these systems are uncannily good at inferring how to 'play along' with the user and extreme caution is there...
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