gpt-m-multi-var

augustocsc/gpt-m-multi-var

gpt-m-multi-var is a text generation model from augustocsc. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Mar 3, 2023
Updated: Mar 5, 2023
SHA: 745dc455

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Model card

From the Hugging Face model README

gpt-m-multi-var

This model is a fine-tuned version of augustocsc/gpt-m on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0023

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: 0.0002
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss
0.0053	0.55	500	0.0030
0.0034	1.1	1000	0.0029
0.0027	1.65	1500	0.0034
0.0027	2.2	2000	0.0026
0.0027	2.75	2500	0.0024
0.0027	3.3	3000	0.0024
0.0026	3.85	3500	0.0023
0.0024	4.4	4000	0.0024
0.0024	4.95	4500	0.0023
0.0025	5.5	5000	0.0023

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Mar 3, 2023
Updated: Mar 5, 2023