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pachequinho/
sentiment_bert_imdb_prompts

Name: sentiment_bert_imdb_prompts
Availability: InStock

generated_from_trainer

google-bert/bert-base-cased

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sentiment_bert_imdb_prompts

This model is a fine-tuned version of bert-base-cased on the IMDB dataset modified with ChatGPT prompts. It achieves the following results on the evaluation set:

Loss: 0.1215
Accuracy: 0.9631

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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	62	0.2015	0.9139
No log	2.0	124	0.1215	0.9631

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

pachequinho/sentiment_bert_imdb_prompts

sentiment_bert_imdb_prompts

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

pachequinho/
sentiment_bert_imdb_prompts