fine_tuned_t5_small_model

Abhimanyu9539/fine_tuned_t5_small_model

fine_tuned_t5_small_model is a machine learning model from Abhimanyu9539. 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: Mar 19, 2024
Updated: Mar 19, 2024
SHA: 2cc471ec

Base models

Model card

From the Hugging Face model README

fine_tuned_t5_small_model

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

Loss: 2.4792
Rouge1: 0.1437
Rouge2: 0.054
Rougel: 0.1201
Rougelsum: 0.1203
Gen Len: 19.0

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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.7732	0.1293	0.0402	0.1099	0.11	19.0
No log	2.0	124	2.5600	0.1406	0.0519	0.1186	0.1187	19.0
No log	3.0	186	2.4963	0.1434	0.0519	0.1198	0.1198	19.0
No log	4.0	248	2.4792	0.1437	0.054	0.1201	0.1203	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

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