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Zamoranesis/
Robertuito-check-worthy-classifier

Name: Robertuito-check-worthy-classifier
Availability: InStock

generated_from_trainer

pysentimiento/robertuito-base-uncased

finetune

autotrain_compatible

endpoints_compatible

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Robertuito-check-worthy-classifier

This model is a fine-tuned version of pysentimiento/robertuito-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2029
F1 Class 0: 0.9557
F1 Class 1: 0.6936
F1: 0.8246

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: 0.0005
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
lr_scheduler_warmup_steps: 200
training_steps: 2000

Training results

Training Loss	Epoch	Step	Validation Loss	F1 Class 0	F1 Class 1	F1
0.4326	0.16	200	0.3187	0.9412	0.6514	0.7963
0.3765	0.32	400	0.2572	0.9323	0.6736	0.8030
0.3523	0.48	600	0.2079	0.9527	0.6990	0.8259
0.3594	0.64	800	0.2184	0.9505	0.5761	0.7633
0.3307	0.8	1000	0.2109	0.9497	0.6892	0.8194
0.3166	0.96	1200	0.2187	0.9537	0.6288	0.7912
0.297	1.13	1400	0.2541	0.9524	0.6429	0.7976
0.2766	1.29	1600	0.2031	0.9561	0.7173	0.8367
0.2628	1.45	1800	0.2076	0.9516	0.7200	0.8358
0.2313	1.61	2000	0.2029	0.9557	0.6936	0.8246

Framework versions

Transformers 4.35.1
Pytorch 2.1.0+cu118
Datasets 2.14.7
Tokenizers 0.14.1

Zamoranesis/Robertuito-check-worthy-classifier

Robertuito-check-worthy-classifier

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Zamoranesis/
Robertuito-check-worthy-classifier