bert-base-finetuned-sts

leezy-31/bert-base-finetuned-sts

bert-base-finetuned-sts is a text classification model from leezy-31. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-sa-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: cc-by-sa-4.0
Model type: bert
Access: Public
Created: Feb 7, 2024
Updated: Feb 14, 2024
SHA: dacb2e19

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Base models

klue/bert-base

Model card

From the Hugging Face model README

bert-base-finetuned-sts

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

Loss: 0.4525
Pearsonr: 0.8934

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: 384
eval_batch_size: 384
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Pearsonr
No log	1.0	31	0.5396	0.8764
No log	2.0	62	0.5118	0.8854
No log	3.0	93	0.4525	0.8934
No log	4.0	124	0.5232	0.8902
No log	5.0	155	0.5057	0.8919

Framework versions

Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.1

Task: Text Classification
Library: transformers
Type: bert
License: cc-by-sa-4.0
Created: Feb 7, 2024
Updated: Feb 14, 2024