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this is a DPO fine-tuned MoE model with about 19B parameter.

DPO Trainer
TRL supports the DPO Trainer for training language models from preference data, as described in the paper Direct Preference Optimization: Your Language Model is Secretly a Reward Model by Rafailov et al., 2023. 
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Model size
19.2B params
Tensor type