t5-small-v2

ShokSmile/t5-small-v2

t5-small-v2 is a machine learning model from ShokSmile. 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 peft. The card lists the license as apache-2.0.

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

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Mar 30, 2024
Updated: Mar 31, 2024
SHA: a8b8279f

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

t5-small-v2

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

Loss: 2.2734
Rouge1: 25.8039
Rouge2: 7.8029
Rougel: 17.9541
Rougelsum: 17.9584

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: 4e-05
train_batch_size: 128
eval_batch_size: 128
seed: 7
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	Rouge1	Rouge2	Rougel	Rougelsum
2.577	1.49	250	2.2480	26.1891	7.8964	17.9400	17.9370
2.5599	2.98	500	2.2617	26.2088	7.9532	18.3182	18.3326
2.5877	4.46	750	2.2734	25.8039	7.8029	17.9541	17.9584

Framework versions

PEFT 0.10.0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Mar 30, 2024
Updated: Mar 31, 2024