flan-t5-base-indian-constitution

Atulit23/flan-t5-base-indian-constitution

flan-t5-base-indian-constitution is a machine learning model from Atulit23. 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: Sep 11, 2023
Updated: Sep 11, 2023
SHA: a9bef8b4

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan-t5-base-indian-constitution

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

Loss: 0.0008
Rouge1: 29.7093
Rouge2: 28.4336
Rougel: 29.6229
Rougelsum: 29.5617
Gen Len: 18.9651

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: 5e-05
train_batch_size: 1
eval_batch_size: 8
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	Gen Len
No log	1.0	344	0.0009	29.7093	28.4336	29.6229	29.5617	18.9651
0.0021	2.0	688	0.0008	29.7093	28.4336	29.6229	29.5617	18.9651
0.0013	3.0	1032	0.0008	29.7093	28.4336	29.6229	29.5617	18.9651

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Sep 11, 2023
Updated: Sep 11, 2023