t5-sm-py-stackoverflow

c-kilo-1/t5-sm-py-stackoverflow

t5-sm-py-stackoverflow is a machine learning model from c-kilo-1. 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: Nov 5, 2023
Updated: Nov 5, 2023
SHA: 3c2875cd

Base models

Model card

From the Hugging Face model README

t5-sm-py-stackoverflow

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

Loss: 0.0245
Rouge1: 0.3286
Rouge2: 0.3124
Rougel: 0.3279
Rougelsum: 0.3285

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: 0.0003
train_batch_size: 8
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
0.0637	1.0	1500	0.0283	0.3283	0.3119	0.3275	0.3282
0.0487	2.0	3000	0.0257	0.3287	0.3126	0.3281	0.3287
0.0381	3.0	4500	0.0245	0.3286	0.3124	0.3279	0.3285

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Nov 5, 2023
Updated: Nov 5, 2023