PromptGenerator_32_topic_finetuned

cansen88/PromptGenerator_32_topic_finetuned

PromptGenerator_32_topic_finetuned is a text generation model from cansen88. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Aug 11, 2022
Updated: Aug 11, 2022
SHA: f4eb20f6

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Model card

From the Hugging Face model README

PromptGenerator_32_topic_finetuned

This model is a fine-tuned version of kmkarakaya/turkishReviews-ds on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.0569
Train Sparse Categorical Accuracy: 1.0
Validation Loss: 0.0787
Validation Sparse Categorical Accuracy: 1.0
Epoch: 4

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:

optimizer: {'name': 'Adam', 'learning_rate': 5e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Training results

Train Loss	Train Sparse Categorical Accuracy	Validation Loss	Validation Sparse Categorical Accuracy	Epoch
1.7185	0.7860	0.5569	0.9868	0
0.4711	0.9958	0.2097	0.9995	1
0.2016	1.0000	0.1197	0.9999	2
0.1014	1.0	0.0903	0.9999	3
0.0569	1.0	0.0787	1.0	4

Framework versions

Transformers 4.21.1
TensorFlow 2.8.2
Datasets 2.4.0
Tokenizers 0.12.1

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Aug 11, 2022
Updated: Aug 11, 2022