fine_tuned_cb_sloberta – AI Model by anzeo | AlphaNeural AI

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anzeo/
fine_tuned_cb_sloberta

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text-classification

generated_from_trainer

EMBEDDIA/sloberta

autotrain_compatible

endpoints_compatible

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fine_tuned_cb_sloberta

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

Loss: 1.4656
Accuracy: 0.6364
F1: 0.5977

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: 2e-05
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
training_steps: 400

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.7547	3.5714	50	1.5113	0.3182	0.1536
0.5654	7.1429	100	0.9706	0.6364	0.5977
0.2549	10.7143	150	1.2822	0.5909	0.5481
0.1062	14.2857	200	1.4263	0.5	0.4606
0.0407	17.8571	250	1.2224	0.6364	0.5977
0.0233	21.4286	300	1.4225	0.5909	0.5545
0.0189	25.0	350	1.4185	0.6364	0.5977
0.0173	28.5714	400	1.4656	0.6364	0.5977

Framework versions

Transformers 4.40.1
Pytorch 2.1.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1