flan-t5-small-mrqa

enriquesaou/flan-t5-small-mrqa

flan-t5-small-mrqa is a machine learning model from enriquesaou. 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: Jun 13, 2024
Updated: Jun 13, 2024
SHA: b3c204b8

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-mrqa

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: 0.7555

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: 3e-05
train_batch_size: 12
eval_batch_size: 12
seed: 42
gradient_accumulation_steps: 3
total_train_batch_size: 36
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9984	416	0.8355
1.0359	1.9992	833	0.7848
0.8826	3.0	1250	0.7680
0.819	3.9984	1666	0.7622
0.7761	4.9992	2083	0.7541
0.77	6.0	2500	0.7569
0.77	6.9888	2912	0.7555

Framework versions

Transformers 4.42.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 13, 2024
Updated: Jun 13, 2024