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Scaling compute for retrieval by 5 OOMs: SID-1 tech report

https://www.sid.ai/research/sid-1-technical-report

by maxrumpf • 8 months ago

4 1 8 months ago

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maxrumpf• 8 months ago

This is the tech report for a model I helped work on. I'm biased, but it turned out very well.

We essentially let the model learn to retrieve like a human would: Make a first search, read the results, and then make another. This lets the model be vastly better than pre-programmed pipelines. We test this extensively and compare against implementing this with API models (like Sonnet 4.5 and GPT-5.1). SID-1 compares favorably.

Happy to answer any questions or get feedback. First and foremost: Enjoy the read. It's much more detailed than most tech reports.

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