ft-t5-small-with-opusbook

aisuko/ft-t5-small-with-opusbook

ft-t5-small-with-opusbook is a machine learning model from aisuko. 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: Dec 8, 2023
Updated: Feb 28, 2024
SHA: 8ad5dfcf

Base models

Model card

From the Hugging Face model README

ft-t5-small-with-opusbook

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7656
Bleu: 4.7012
Gen Len: 17.56

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: 32
eval_batch_size: 32
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
No log	1.0	13	1.8005	4.5307	17.53
No log	2.0	26	1.7837	4.7189	17.58
No log	3.0	39	1.7733	4.6952	17.56
No log	4.0	52	1.7675	4.7149	17.56
No log	5.0	65	1.7656	4.7012	17.56

Framework versions

Transformers 4.35.2
Pytorch 2.0.0
Datasets 2.15.0
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 8, 2023
Updated: Feb 28, 2024