Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG-NO-MRP/runs/w3r2i0yd

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.597874

Validation Accuracy: 0.692000

Validation F1: 0.687601

{'0': {'precision': 0.711943793911007, 'recall': 0.7378640776699029, 'f1-score': 0.7246722288438617, 'support': 412.0}, '1': {'precision': 0.6656346749226006, 'recall': 0.636094674556213, 'f1-score': 0.6505295007564297, 'support': 338.0}, 'accuracy': 0.692, 'macro avg': {'precision': 0.6887892344168038, 'recall': 0.686979376113058, 'f1-score': 0.6876008648001457, 'support': 750.0}, 'weighted avg': {'precision': 0.6910738176202319, 'recall': 0.692, 'f1-score': 0.6912585727191257, '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": 0.5
                "seed": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False