GPT2_Melody_Generation

badd9yang/GPT2_Melody_Generation

GPT2_Melody_Generation is a text generation model from badd9yang. 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: Jan 10, 2024
Updated: Jan 10, 2024
SHA: a525e338

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Base models

Model card

From the Hugging Face model README

GPT2_Melody_Generation

This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3371

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: 8
eval_batch_size: 4
seed: 1
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
3.7492	0.1	1000	2.8906
2.6238	0.2	2000	2.2064
2.1078	0.3	3000	1.8105
1.8152	0.4	4000	1.6067
1.6536	0.5	5000	1.4950
1.5477	0.6	6000	1.4357
1.4832	0.7	7000	1.3807
1.4452	0.8	8000	1.3487
1.4172	0.9	9000	1.3371

Framework versions

Transformers 4.32.1
Pytorch 1.11.0+cu113
Datasets 2.12.0
Tokenizers 0.13.2

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Jan 10, 2024
Updated: Jan 10, 2024