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To load checkpoint, use the TunedLens class in the train_tunedlens_mamba.py file.

import accelerate
lens = TunedLens(model.backbone.layers, d_model_hidden_states).to("cuda")
ckpt = 'tunedlens_34_mamba-130m.safetensors'
lens = accelerate.load_checkpoint_and_dispatch(lens, ckpt)

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