Distilbert-finetuned-imdb

Hoainam/Distilbert-finetuned-imdb

Distilbert-finetuned-imdb is a fill-mask model from Hoainam. Use it when you need the model to fill a missing word. It is set up for transformers.

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

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At a glance

Task: Fill-Mask
Library: transformers
Model type: distilbert
Access: Public
Created: Apr 10, 2025
Updated: Apr 11, 2025
SHA: 74f8c2ba

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Base models

Model card

From the Hugging Face model README

Distilbert-finetuned-imdb

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

Loss: 2.4281
Model Preparation Time: 0.0109

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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Model Preparation Time
2.6953	1.0	157	2.5055	0.0109
2.5886	2.0	314	2.4125	0.0109
2.5265	3.0	471	2.4284	0.0109

Framework versions

Transformers 4.50.3
Pytorch 2.6.0
Datasets 3.5.0
Tokenizers 0.21.1

Task: Fill-Mask
Library: transformers
Type: distilbert
Created: Apr 10, 2025
Updated: Apr 11, 2025