Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/lo9dmsyu

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.359171

Validation Accuracy: 0.844000

Validation F1: 0.839971

{'0': {'precision': 0.8826291079812206, 'recall': 0.8487584650112867, 'f1-score': 0.8653624856156502, 'support': 443.0}, '1': {'precision': 0.7932098765432098, 'recall': 0.8371335504885994, 'f1-score': 0.8145800316957211, 'support': 307.0}, 'accuracy': 0.844, 'macro avg': {'precision': 0.8379194922622153, 'recall': 0.8429460077499431, 'f1-score': 0.8399712586556857, 'support': 750.0}, 'weighted avg': {'precision': 0.8460268359125949, 'recall': 0.844, 'f1-score': 0.8445755344777593, '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