Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/dvnvkgsh

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.390434

Validation Accuracy: 0.829333

Validation F1: 0.828001

{'0': {'precision': 0.9222520107238605, 'recall': 0.7765237020316027, 'f1-score': 0.8431372549019608, 'support': 443.0}, '1': {'precision': 0.7374005305039788, 'recall': 0.9055374592833876, 'f1-score': 0.8128654970760234, 'support': 307.0}, 'accuracy': 0.8293333333333334, 'macro avg': {'precision': 0.8298262706139197, 'recall': 0.8410305806574951, 'f1-score': 0.8280013759889921, 'support': 750.0}, 'weighted avg': {'precision': 0.8465861381538555, 'recall': 0.8293333333333334, 'f1-score': 0.8307460153652103, 'support': 750.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": False
                "n_tk_label": 2
                "mask_ratio": 0.75
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False