lora_fine_tuned_copa_sloberta – AI Model by lenatr99 | AlphaNeural AI

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lenatr99/
lora_fine_tuned_copa_sloberta

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EMBEDDIA/sloberta

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lora_fine_tuned_copa_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: 0.6931
Accuracy: 0.55
F1: 0.5509

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: 0.003
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
0.7011	1.0	50	0.6931	0.52	0.5188
0.6953	2.0	100	0.6931	0.59	0.5895
0.6981	3.0	150	0.6931	0.57	0.5704
0.6978	4.0	200	0.6931	0.55	0.5495
0.692	5.0	250	0.6931	0.54	0.5411
0.7014	6.0	300	0.6931	0.48	0.48
0.6928	7.0	350	0.6931	0.5	0.5012
0.6953	8.0	400	0.6931	0.55	0.5509

Framework versions

PEFT 0.11.1
Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1