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![const_reborn Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1626325301432135684.png) const [@const_reborn](/creator/twitter/const_reborn) on x 18.1K followers
Created: 2024-04-16 14:18:35 UTC

For small datasets, architecture search (NAS) makes the most sense.

We can validate the miners by retraining the architectures on the validator side without worrying about testset leak to the miners.   

This will be valuable to companies that are seeking small (non-foundational) models for specialized tasks i.e. robotic components etc. 

Brilliant.

![](https://pbs.twimg.com/card_img/1938606487620014080/UeRwkEBP?format=jpg&name=800x419)

XXXXXX engagements

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**Related Topics**
[networks](/topic/networks)
[neural](/topic/neural)
[specialized](/topic/specialized)

[Post Link](https://x.com/const_reborn/status/1780239368566825338)