distilbert-base-uncased-finetuned-imdb

geomos/distilbert-base-uncased-finetuned-imdb

distilbert-base-uncased-finetuned-imdb is a fill-mask model from geomos. Use it when you need the model to fill a missing word. 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: Fill-Mask
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: May 27, 2022
Updated: May 27, 2022
SHA: 74dbfd0d

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Datasets

imdb

Model card

From the Hugging Face model README

distilbert-base-uncased-finetuned-imdb

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

Loss: 2.2424

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: 3.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.4921	1.0	479	2.3047
2.3893	2.0	958	2.2607
2.3571	3.0	1437	2.2481

Framework versions

Transformers 4.13.0
Pytorch 1.10.1
Datasets 2.2.2
Tokenizers 0.10.3

Task: Fill-Mask
Library: transformers
Type: distilbert
License: apache-2.0
Created: May 27, 2022
Updated: May 27, 2022