tl-ceb-model-v2

youdiniplays/tl-ceb-model-v2

tl-ceb-model-v2 is a machine learning model from youdiniplays. 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: Jan 19, 2024
Updated: Jan 21, 2024
SHA: 12e6c3dd

Model card

From the Hugging Face model README

tl-ceb-model-v2

This model is a fine-tuned version of youdiniplays/tl-ceb-model-v2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3606
Bleu: 3.942
Gen Len: 18.31

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.4837	1.0	6516	0.3805	3.8228	18.313
0.4479	2.0	13032	0.3810	3.7662	18.331
0.4036	3.0	19548	0.3755	3.8306	18.343
0.3572	4.0	26064	0.3673	3.8996	18.321
0.3183	5.0	32580	0.3606	3.942	18.31

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Jan 19, 2024
Updated: Jan 21, 2024