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sarasarasara/
uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1

Name: uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1
Availability: InStock

generated_from_trainer

soltaniali/uncased-clf-persiannews_v2

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uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1

This model is a fine-tuned version of soltaniali/uncased-clf-persiannews_v2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0781
Accuracy: 0.5172
F1: 0.5143

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: 5e-06
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	0.5714	1	1.1232	0.3103	0.2074
No log	1.7143	3	1.1024	0.3103	0.2431
No log	2.8571	5	1.0925	0.3448	0.2995
No log	4.0	7	1.0876	0.4138	0.4185
No log	4.5714	8	1.0853	0.4828	0.4860
4.3532	5.7143	10	1.0819	0.5517	0.5479
4.3532	6.8571	12	1.0806	0.5172	0.5143
4.3532	8.0	14	1.0793	0.5172	0.5143
4.3532	8.5714	15	1.0787	0.5172	0.5143
4.3532	9.7143	17	1.0786	0.5172	0.5143
4.3532	10.8571	19	1.0782	0.5172	0.5143
4.1191	11.4286	20	1.0781	0.5172	0.5143

Framework versions

Transformers 4.46.0
Pytorch 2.5.0+cu121
Datasets 3.0.2
Tokenizers 0.20.1

sarasarasara/uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1

uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

sarasarasara/
uncased-clf-persiannews_v2-finetuned-bmd-20241027_125058-LOSO-section-out1