german-spanglish

drewcurran/german-spanglish

german-spanglish is a machine learning model from drewcurran. 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.

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

Downloads · 30 days

12% of all-time downloads

All-time downloads

Public

Parameters

60.5M

485 MB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors242 MB · 99%

At a glance

Library: transformers
Model type: t5
Access: Public
Created: May 7, 2024
Updated: May 7, 2024
SHA: e8919661

Model card

From the Hugging Face model README

german-spanglish

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.1288
Bleu: 3.4941
Gen Len: 13.975

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: 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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.7115	1.0	10	2.3293	0.9472	14.325
2.6497	2.0	20	2.2775	2.3123	14.15
2.6046	3.0	30	2.2373	2.3261	14.075
2.5411	4.0	40	2.2051	2.3386	14.05
2.5299	5.0	50	2.1819	2.3366	14.125
2.5496	6.0	60	2.1625	2.3345	14.175
2.5261	7.0	70	2.1473	3.0654	14.075
2.4913	8.0	80	2.1372	3.4941	13.975
2.4596	9.0	90	2.1310	3.4941	13.975
2.4372	10.0	100	2.1288	3.4941	13.975

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
Created: May 7, 2024
Updated: May 7, 2024