xlmr-sold_mrp0.75_s13_final_ep3_ep0
xlm-roberta-base Finetuning
Model Description
Base Model: xlm-roberta-base
Intermediate Task:
Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep3.ckpt
Training Information
Epochs: 0
Steps: 0
Validation Time: 0.01s
Performance Metrics
Main Metrics
Validation Loss: 0.695402
Validation Accuracy: 0.526667
Validation F1: 0.523515
Classification Report
{'0': {'precision': 0.6788617886178862, 'recall': 0.37697516930022573, 'f1-score': 0.4847605224963715, 'support': 443.0}, '1': {'precision': 0.4523809523809524, 'recall': 0.742671009771987, 'f1-score': 0.562268803945746, 'support': 307.0}, 'accuracy': 0.5266666666666666, 'macro avg': {'precision': 0.5656213704994193, 'recall': 0.5598230895361064, 'f1-score': 0.5235146632210588, 'support': 750.0}, 'weighted avg': {'precision': 0.5861556329849014, 'recall': 0.5266666666666666, 'f1-score': 0.5164872457029821, 'support': 750.0}}
Trainer Arguments:
"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