tiny_bert_km_50_v1_stsb – AI Model by Hartunka | AlphaNeural AI

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tiny_bert_km_50_v1_stsb

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tiny_bert_km_50_v1_stsb

This model is a fine-tuned version of Hartunka/tiny_bert_km_50_v1 on the GLUE STSB dataset. It achieves the following results on the evaluation set:

Loss: 2.2276
Pearson: 0.1924
Spearmanr: 0.1823
Combined Score: 0.1873

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-05
train_batch_size: 256
eval_batch_size: 256
seed: 10
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Pearson	Spearmanr	Combined Score
3.8515	1.0	23	2.2276	0.1924	0.1823	0.1873
2.1315	2.0	46	2.2514	0.2165	0.2014	0.2089
1.9864	3.0	69	2.2711	0.1966	0.1884	0.1925
1.8498	4.0	92	2.3629	0.2217	0.2164	0.2190
1.6182	5.0	115	2.3719	0.2448	0.2459	0.2454
1.3745	6.0	138	2.4489	0.2402	0.2417	0.2409

Framework versions

Transformers 4.40.0
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.19.1