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Writing logs to ./outputs/2024-03-04-17-14-45-472632/train_log.txt. Wrote original training args to ./outputs/2024-03-04-17-14-45-472632/training_args.json. ***** Running training ***** Num examples = 50000 Num epochs = 10 Num clean epochs = 10 Instantaneous batch size per device = 16 Total train batch size (w. parallel, distributed & accumulation) = 16 Gradient accumulation steps = 1 Total optimization steps = 31250 ========================================================== Epoch 1 Running clean epoch 1/10 Train accuracy: 73.86% Eval accuracy: 85.25% Best score found. Saved model to ./outputs/2024-03-04-17-14-45-472632/best_model/ ========================================================== Epoch 2 Running clean epoch 2/10 Train accuracy: 88.42% Eval accuracy: 87.05% Best score found. Saved model to ./outputs/2024-03-04-17-14-45-472632/best_model/ ========================================================== Epoch 3 Running clean epoch 3/10 Train accuracy: 92.21% Eval accuracy: 87.67% Best score found. Saved model to ./outputs/2024-03-04-17-14-45-472632/best_model/ ========================================================== Epoch 4 Running clean epoch 4/10 Train accuracy: 94.91% Eval accuracy: 87.34% ========================================================== Epoch 5 Running clean epoch 5/10 Train accuracy: 97.15% Eval accuracy: 87.03% ========================================================== Epoch 6 Running clean epoch 6/10 Train accuracy: 98.45% Eval accuracy: 86.12% ========================================================== Epoch 7 Running clean epoch 7/10 Train accuracy: 99.25% Eval accuracy: 85.90% ========================================================== Epoch 8 Running clean epoch 8/10 Train accuracy: 99.60% Eval accuracy: 85.51% ========================================================== Epoch 9 Running clean epoch 9/10 Train accuracy: 99.82% Eval accuracy: 85.36% ========================================================== Epoch 10 Running clean epoch 10/10 Train accuracy: 99.91% Eval accuracy: 84.99% Wrote README to ./outputs/2024-03-04-17-14-45-472632/README.md. |