my_awesome_sindarin_model

cpb5867/my_awesome_sindarin_model

my_awesome_sindarin_model is a machine learning model from cpb5867. 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: May 17, 2023
Updated: May 17, 2023
SHA: 6259b7b4

Model card

From the Hugging Face model README

my_awesome_sindarin_model

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

Loss: 3.1459
Bleu: 0.3288
Gen Len: 12.348

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	199	3.6560	0.0612	17.4414
No log	2.0	398	3.4073	0.1168	12.5788
3.9239	3.0	597	3.2573	0.2427	12.3178
3.9239	4.0	796	3.1767	0.2812	12.2585
3.9239	5.0	995	3.1459	0.3288	12.348

Framework versions

Transformers 4.28.1
Pytorch 1.13.1+cu116
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 17, 2023
Updated: May 17, 2023