flant5_offensive_translation_de_en_wmt – AI Model by JenniferHJF | AlphaNeural AI

You can deploy this model and start earning money today!

JenniferHJF/
flant5_offensive_translation_de_en_wmt

like

0

text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

Views

No views yet

flant5_offensive_translation_de_en_wmt

This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0011
Precision: 0.6551
Recall: 0.5516
F1: 0.5989
Total Predictions: 3532

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Total Predictions
0.3687	1.0	3003	0.0012	0.5471	0.5366	0.5418	3532
0.0166	2.0	6006	0.0011	0.6454	0.4542	0.5332	3532
0.0145	3.0	9009	0.0010	0.6111	0.6065	0.6088	3532
0.013	4.0	12012	0.0011	0.6904	0.4767	0.5640	3532
0.0121	5.0	15015	0.0011	0.6551	0.5516	0.5989	3532

Framework versions

Transformers 4.39.3
Pytorch 2.0.0+cu118
Datasets 2.18.0
Tokenizers 0.15.2