flant5_offensive_German_prompt

JenniferHJF/flant5_offensive_German_prompt

flant5_offensive_German_prompt is a machine learning model from JenniferHJF. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: May 2, 2024
Updated: May 2, 2024
SHA: 67ab12f9

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flant5_offensive_German_prompt

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: 0.0
Recall: 0.0
F1: 0.0
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	Total Predictions
0.5073	1.0	1253	0.0015	3532
0.0014	2.0	2506	0.0011	3532
0.0011	3.0	3759	0.0010	3532
0.001	4.0	5012	0.0012	3532
0.0009	5.0	6265	0.0011	3532

Framework versions

Transformers 4.39.3
Pytorch 2.0.0+cu118
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: May 2, 2024
Updated: May 2, 2024