COPA_KUCI_e_care_CRAB_xlm_roberta_large_finetuned

This model is a fine-tuned version of Ariffiq99/KUCI_e_care_CRAB_xlm_roberta_large_Finetuned on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.8428
• F1: 0.82

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	F1
No log	1.0	63	0.4466	0.8140
No log	2.0	126	0.4047	0.816
No log	3.0	189	0.4252	0.828
No log	4.0	252	0.6281	0.822
No log	5.0	315	0.5377	0.824
No log	6.0	378	0.7201	0.804
No log	7.0	441	0.7403	0.822
0.2369	8.0	504	0.7664	0.826
0.2369	9.0	567	0.8375	0.818
0.2369	10.0	630	0.8428	0.82

Framework versions

• Transformers 4.40.1
• Pytorch 2.2.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1