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---
license: apache-2.0
tags:
- generated_from_trainer
datasets: cmotions/Beatles_lyrics
model-index:
- name: GPT-Neo-125m-Beatles-Lyrics-finetuned-newlyrics
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# GPT-Neo-125m-Beatles-Lyrics-finetuned-newlyrics
This model is a fine-tuned version of [EleutherAI/gpt-neo-125M](https://huggingface.co/EleutherAI/gpt-neo-125M) on the [Cmotions - Beatles lyrics](https://huggingface.co/datasets/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: 5
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.4438 | 1.0 | 18 | 1.8004 |
| 2.1981 | 2.0 | 36 | 1.6985 |
| 1.9766 | 3.0 | 54 | 1.6487 |
| 1.8233 | 4.0 | 72 | 1.6384 |
| 1.6137 | 5.0 | 90 | 1.6574 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
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