Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.25_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/5hiw0788

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.416916

Validation Accuracy: 0.805333

Validation F1: 0.804932

{'0': {'precision': 0.9354838709677419, 'recall': 0.7200902934537246, 'f1-score': 0.8137755102040817, 'support': 443.0}, '1': {'precision': 0.6968215158924206, 'recall': 0.9283387622149837, 'f1-score': 0.7960893854748603, 'support': 307.0}, 'accuracy': 0.8053333333333333, 'macro avg': {'precision': 0.8161526934300812, 'recall': 0.8242145278343541, 'f1-score': 0.804932447839471, 'support': 750.0}, 'weighted avg': {'precision': 0.8377914136235771, 'recall': 0.8053333333333333, 'f1-score': 0.8065359898149204, '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": 0.25
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False