gptneo-TxtToJson-v0.2.0

AhmedTaha012/gptneo-TxtToJson-v0.2.0

gptneo-TxtToJson-v0.2.0 is a text generation model from AhmedTaha012. 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: gpt_neo
Access: Public
Created: Jul 3, 2023
Updated: Jul 3, 2023
SHA: 65a50cd0

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Model card

From the Hugging Face model README

gptneo-TxtToJson-v0.2.0

This model is a fine-tuned version of EleutherAI/gpt-neo-125m on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1651

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
0.9487	1.0	219	0.9445
0.6889	2.0	438	0.6272
0.3906	3.0	657	0.4168
0.2992	4.0	876	0.2859
0.2253	5.0	1095	0.2373
0.1777	6.0	1314	0.2094
0.1537	7.0	1533	0.2002
0.1029	8.0	1752	0.1847
0.1162	9.0	1971	0.1751
0.0681	10.0	2190	0.1725
0.0626	11.0	2409	0.1696
0.0569	12.0	2628	0.1691
0.0455	13.0	2847	0.1673
0.0339	14.0	3066	0.1655
0.0338	15.0	3285	0.1651

Framework versions

Transformers 4.27.4
Pytorch 1.13.0
Datasets 2.1.0
Tokenizers 0.13.2

Task: Text Generation
Library: transformers
Type: gpt_neo
License: mit
Created: Jul 3, 2023
Updated: Jul 3, 2023