kalai_bert_model_test_4_out

KalaiselvanD/kalai_bert_model_test_4_out

kalai_bert_model_test_4_out is a text classification model from KalaiselvanD. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.

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

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At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: albert
Access: Public
Created: Apr 23, 2024
Updated: Apr 23, 2024
SHA: f732d41b

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Model card

From the Hugging Face model README

kalai_bert_model_test_4_out

This model is a fine-tuned version of KalaiselvanD/kalai_bert_model_test_4_out on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1363
Accuracy: 1.0

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	4	0.3805	1.0
No log	2.0	8	0.1817	1.0
No log	3.0	12	0.1363	1.0

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: albert
License: apache-2.0
Created: Apr 23, 2024
Updated: Apr 23, 2024