DistilGPT2-Beatles-Lyrics-finetuned-newlyrics – AI Model by wvangils | AlphaNeural AI

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wvangils/
DistilGPT2-Beatles-Lyrics-finetuned-newlyrics

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text-generation

generated_from_trainer

cmotions/Beatles_lyrics

autotrain_compatible

text-generation-inference

endpoints_compatible

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DistilGPT2-Beatles-Lyrics-finetuned-newlyrics

This model is a fine-tuned version of distilgpt2 on the Cmotions - Beatles lyrics dataset. It will complete an input prompt with Beatles-like text.

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: 8
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
2.786	1.0	18	2.0410
2.5587	2.0	36	1.9280
2.3651	3.0	54	1.8829
2.2759	4.0	72	1.8473
2.1241	5.0	90	1.8237
2.1018	6.0	108	1.8535
1.8537	7.0	126	1.8497
1.7859	8.0	144	1.8618
1.69	9.0	162	1.8657
1.6481	10.0	180	1.8711

Framework versions

Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1