Create README.md

README.md

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+This model has been trained for binary classification of the TON-Iot Network dataset.
+
+Refer to adapter_config.json for LoRa Parameters.
+
+Accuracy: 94.6 %
+
+Key Training Params:
+  * Steps: 100
+  * Batch Size: 128
+  * Optimizer: Adam_8bit
+  * lr_schedular: cosine_with_restarts
+  * lr_scheduler_kwargs = { "num_cycles": len(trainer.get_train_dataloader()) / 100 }
+
+The datasets are an 80/20 partition of the TON-Iot Network dataset.
+
+Train Dataset:
+  * train_network.jsonl
+
+Test Dataset:
+  * test_network.jsonl