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Ariffiq99/
COPA_CRAB_albert_base_finetuned

Name: COPA_CRAB_albert_base_finetuned
Availability: InStock

generated_from_trainer

Ariffiq99/CRAB_albert_base_finetuned

finetune

apache-2.0

endpoints_compatible

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COPA_CRAB_albert_base_finetuned

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

Loss: 1.4567
F1: 0.674

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	0.6274	0.666
No log	2.0	126	0.5703	0.69
No log	3.0	189	0.6324	0.704
No log	4.0	252	0.7201	0.69
No log	5.0	315	1.0079	0.686
No log	6.0	378	1.1511	0.678
No log	7.0	441	1.2763	0.67
0.2791	8.0	504	1.3775	0.676
0.2791	9.0	567	1.4347	0.674
0.2791	10.0	630	1.4567	0.674

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Ariffiq99/COPA_CRAB_albert_base_finetuned

COPA_CRAB_albert_base_finetuned

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Ariffiq99/
COPA_CRAB_albert_base_finetuned