ossp-reverse-v0_3

leadawon/ossp-reverse-v0_3

ossp-reverse-v0_3 is a machine learning model from leadawon. 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.

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
Model type: encoder-decoder
Access: Public
Created: May 28, 2023
Updated: May 31, 2023
SHA: 189fcf35

Model card

From the Hugging Face model README

ossp-reverse-v0_3

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

Loss: 0.5481

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: 24
eval_batch_size: 24
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.2235	0.2	10000	1.0768
0.8477	0.39	20000	0.7847
0.7494	0.59	30000	0.7090
0.6854	0.79	40000	0.6623
0.6673	0.98	50000	0.6288
0.6002	1.18	60000	0.6092
0.5839	1.38	70000	0.5894
0.5642	1.57	80000	0.5731
0.5564	1.77	90000	0.5572
0.5496	1.97	100000	0.5481

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Tokenizers 0.13.3

Library: transformers
Type: encoder-decoder
Created: May 28, 2023
Updated: May 31, 2023