mystv0_abb

mteverst/mystv0_abb

mystv0_abb is a text generation model from mteverst. 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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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Oct 23, 2023
Updated: Oct 23, 2023
SHA: 3b602569

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Model card

From the Hugging Face model README

mystv0_abb

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6883

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: 0.0005
train_batch_size: 32
eval_batch_size: 32
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss
1.3146	5.12	1000	1.5020
1.0106	10.24	2000	1.5553
0.9965	15.36	3000	1.5045
0.9931	20.47	4000	1.5800
0.9909	25.59	5000	1.4855
0.9881	30.71	6000	1.5844
0.9851	35.83	7000	1.7043
0.9813	40.95	8000	1.6826
0.9778	46.07	9000	1.6883

Framework versions

Transformers 4.30.2
Pytorch 2.1.0+cu121
Datasets 2.13.1
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Oct 23, 2023
Updated: Oct 23, 2023