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For trying out new ideas, PufferLib is the only thing out there that is fast and hackable. I've ported and run several hundred experiments on MinGRU and Mamba in the last 48 hours alone. Shipping new tools to help with this in the next version, too!
I build sane open-source RL tools. MIT PhD, creator of Neural MMO and founder of PufferAI. DM for business: non-LLM sim engineering, RL R&D, infra & support.
Point - experimental work represents multiple months of the dev effort on PufferLib. Probably around 1/3, not 10%. The puffer 2.0->3.0 capabilities leap was mostly algo-side. It's just that the sexy stuff usually doesn't work as written on paper.
For trying out new ideas, PufferLib is the only thing out there that is fast and hackable. I've ported and run several hundred experiments on MinGRU and Mamba in the last 48 hours alone. Shipping new tools to help with this in the next version, too!
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