metadata

license: afl-3.0
language:
  - eng
tags:
  - generative-model
datasets:
  - TRBLLmaker
model:
  - gpt2
widget:
  - text: >-
      artist: Ashe.

      title: Moral of the story.

      lyrics: Some mistakes get made That's alright, that's okay You can think
      that you're in love When you're really just in pain.

      meaning:
    example_title: Moral of the story

About Us

Created by Mor Ventura and Michael Toker.

tags: - generated_from_trainer metrics: - accuracy model-index: - name: checkpoint_gpt2-medium_lyrics_meaning_2022-03-10-16-16-32 results: []

checkpoint_gpt2-medium_lyrics_meaning_2022-03-10-16-16-32

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

Loss: 2.5896
Accuracy: 0.4923

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: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.7781	1.01	128	2.6284	0.4875
2.6217	2.02	256	2.6022	0.4908
2.569	3.02	384	2.5928	0.4917

Framework versions

Transformers 4.18.0.dev0
Pytorch 1.10.1
Datasets 1.18.3
Tokenizers 0.11.6