{ "method": "lora", "seed": 42, "best_validation": { "accuracy": 0.7148014440433214, "loss": 0.8227939663811281, "epoch": 6 }, "trainable_parameters": 887042, "total_parameters": 125534212, "trainable_percent": 0.7066137476531099, "elapsed_seconds": 5321.517364899977, "device": "cpu", "config": { "model_name": "roberta-base", "max_length": 256, "epochs": 10, "train_batch_size": 4, "eval_batch_size": 8, "gradient_accumulation_steps": 4, "weight_decay": 0.01, "warmup_ratio": 0.06, "adapter_dim": 32, "adapter_dropout": 0.1, "lora_rank": 8, "lora_alpha": 16, "lora_dropout": 0.1, "learning_rate": 0.0005 }, "artifact_dir": "outputs\\roberta-base-rte-lora-seed42" }