results_2

sanjithrj/results_2

results_2 is a machine learning model from sanjithrj. 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. --

Downloads · 30 days

18% of all-time downloads

All-time downloads

Public

Parameters

77M

617 MB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors308 MB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Apr 22, 2024
Updated: May 31, 2024
SHA: 32df88a8

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

results_2

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

Loss: 0.8220
Rouge1: 0.3088
Rouge2: 0.2493
Rougel: 0.2955
Rougelsum: 0.3043

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: 0.001
train_batch_size: 16
eval_batch_size: 8
seed: 42
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
No log	1.0	223	0.9906	0.2907	0.2130	0.2741	0.2837
No log	2.0	446	0.8959	0.3038	0.2387	0.2894	0.2988
1.163	3.0	669	0.8509	0.3059	0.2432	0.2924	0.3013
1.163	4.0	892	0.8264	0.3095	0.2497	0.2964	0.3051
0.8071	5.0	1115	0.8220	0.3088	0.2493	0.2955	0.3043

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 22, 2024
Updated: May 31, 2024