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populism_model55

This model is a fine-tuned version of AnonymousCS/populism_multilingual_roberta_base on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 128
eval_batch_size: 128
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Recall	Precision
0.6332	1.0	88	0.4366	0.8416	0.3490	0.6919	0.2333
0.3774	2.0	176	0.3717	0.8741	0.4126	0.7209	0.2890
0.3284	3.0	264	0.3716	0.8787	0.4198	0.7151	0.2971
0.2612	4.0	352	0.4523	0.9087	0.4386	0.5814	0.3521
0.2422	5.0	440	0.4615	0.9019	0.4511	0.6570	0.3435

Safetensors

Model size

0.1B params

Tensor type

F32

Base model

Finetuned

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this model