Athul Paul Jacob (@apjacob03) 's Twitter Profile
Athul Paul Jacob

@apjacob03

@MIT_CSAIL @UWaterloo | Co-created AIs: CICERO, Diplodocus | Ex: @google, @generalcatalyst, FAIR @MetaAI, @MSFTResearch AI, @MITIBMLab, @Mila_Quebec

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calendar_today15-09-2011 10:27:31

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Athul Paul Jacob (@apjacob03) 's Twitter Profile Photo
Athul Paul Jacob
@apjacob03

2 years ago

⭐️New Paper⭐️ Can we use game theory to improve language model (LM) decoding? We introduce Equilibrium-Ranking (ER), where we cast LM decoding as an imperfect-information game 👾. On multiple tasks, LLaMA-7B with ER can outperform the much larger LLaMA-65B model. 🧵⬇️1/

⭐️New Paper⭐️ Can we use game theory to improve language model (LM) decoding? We introduce Equilibrium-Ranking (ER), where we cast LM decoding as an imperfect-information game 👾. On multiple tasks, LLaMA-7B with ER can outperform the much larger LLaMA-65B model. 🧵⬇️1/