flan-t5-base-finetuned-pwkp

ismet/flan-t5-base-finetuned-pwkp

flan-t5-base-finetuned-pwkp is a machine learning model from ismet. 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: Jan 9, 2023
Updated: Jan 10, 2023
SHA: c918dfb6

Model card

From the Hugging Face model README

flan-t5-base-finetuned-pwkp

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

Loss: 0.9315
Sacrebleu: 41.2105

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: 5.6e-05
train_batch_size: 30
eval_batch_size: 30
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Sacrebleu
1.0683	1.0	3421	0.9984	40.9399
0.9748	2.0	6842	0.9584	41.0858
0.9279	3.0	10263	0.9433	41.1863
0.9025	4.0	13684	0.9315	41.2105

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2

Library: transformers
Type: t5
License: apache-2.0
Created: Jan 9, 2023
Updated: Jan 10, 2023