results50000f

SanyamGoyal/results50000f

results50000f is a machine learning model from SanyamGoyal. 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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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Apr 5, 2023
Updated: Apr 5, 2023
SHA: c1c1b99d

Datasets

wmt16

Model card

From the Hugging Face model README

results50000f

This model is a fine-tuned version of t5-small on the wmt16 dataset. It achieves the following results on the evaluation set:

Loss: 1.9250

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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.7357	1.0	3125	2.0753
2.5874	2.0	6250	2.0158
2.5294	3.0	9375	1.9860
2.4908	4.0	12500	1.9678
2.4653	5.0	15625	1.9529
2.4468	6.0	18750	1.9422
2.4298	7.0	21875	1.9334
2.4213	8.0	25000	1.9288
2.4136	9.0	28125	1.9264
2.409	10.0	31250	1.9250

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 5, 2023
Updated: Apr 5, 2023