I have written up a 3.5k word/10 figure essay on how to write a reward function while avoiding reward hacking for chemistry. It covers all the ridiculous ways we had to avoid reward hacking for training ether0, our scientific reasoning model. diffuse.one/p/m1-000
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It may take a bit to extract the function, but here it is: github.com/Future-House...
github.comether0/src/ether0/rewards.py at c8cc676354e926b50ad206a606e04489bc9c95e3 Β· Future-House/ether0A scientific reasoning model, dataset, and reward functions for chemistry. - Future-House/ether0
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