text_cls_bert-base-uncased_imdb_finetune

jonastokoliu/text_cls_bert-base-uncased_imdb_finetune

text_cls_bert-base-uncased_imdb_finetune is a text classification model from jonastokoliu. 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: bert
Access: Public
Created: May 27, 2023
Updated: Jun 9, 2023
SHA: b36e13cb

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Datasets

imdb

Model card

From the Hugging Face model README

text_cls_bert-base-uncased_imdb_finetune

This model is a fine-tuned version of bert-base-uncased on the imdb dataset. It achieves the following results on the evaluation set:

Loss: 0.1784
Accuracy: 0.9367

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	391	0.1758	0.9346
0.2319	2.0	782	0.1784	0.9367

Framework versions

Transformers 4.30.0
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: bert
License: apache-2.0
Created: May 27, 2023
Updated: Jun 9, 2023