redteaming_model_flanT5_classification_1

imwizard/redteaming_model_flanT5_classification_1

redteaming_model_flanT5_classification_1 is a machine learning model from imwizard. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: t5
Access: Public
Created: Aug 12, 2024
Updated: Aug 12, 2024
SHA: 508f618b

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

results

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4802

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	147	0.4424
No log	2.0	294	0.4278
No log	3.0	441	0.4246
0.493	4.0	588	0.4282
0.493	5.0	735	0.4263
0.493	6.0	882	0.4384
0.417	7.0	1029	0.4556
0.417	8.0	1176	0.4548
0.417	9.0	1323	0.4768
0.417	10.0	1470	0.4802

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Aug 12, 2024
Updated: Aug 12, 2024