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ANLP Assignment 2 - Part 2, dense LM trained with lion

One pass over browndw/human-ai-parallel-corpus (train split by document family). checkpoint.pt holds model (state dict), model_configuration, optimizer, grad_scaler and token/step counters. Rebuild with DenseTransformer(ModelConfig(**checkpoint['model_configuration'])) from model.py. metrics.csv lists every optimizer's 0.1-1.0 checkpoints.

checkpoint sha256: 74d4cfa3423734035c29f6279c9050cc72cf676fbc24cac7c5286631a5188df5

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