roberta-police-mission-statement

thedavidhackett/roberta-police-mission-statement

roberta-police-mission-statement is a text classification model from thedavidhackett. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

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

Downloads · 30 days

3% of all-time downloads

All-time downloads

287

Public

Repo size

510 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin499 MB · 97%

At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: roberta
Access: Public
Created: Oct 3, 2023
Updated: Nov 13, 2023
SHA: 3001f2c5

Try a prompt

Base models

Model card

From the Hugging Face model README

roberta-police-mission-statement

This model is a fine-tuned version of roberta-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2607
Accuracy: 0.9233

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: 0.001
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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	198	0.2544	0.9006
No log	2.0	396	0.1832	0.9119
0.3159	3.0	594	0.2537	0.9347
0.3159	4.0	792	0.1902	0.9347
0.3159	5.0	990	0.2607	0.9233

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Task: Text Classification
Library: transformers
Type: roberta
License: mit
Created: Oct 3, 2023
Updated: Nov 13, 2023