llama3.2-poplyrics-1k

This model is a fine-tuned version of meta-llama/Llama-3.2-3B on my dataset ashuwhy/poplyrics-1k. It achieves the following results on the evaluation set:

• Loss: 1.4958

Model description

It generate pop lyrics.

Intended uses & limitations

For generating pop lyrics, it generates trashy lyrics.

Training and evaluation data

Later, more training needed.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 2
• eval_batch_size: 2
• 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: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.4989	1.1111	500	1.5091
1.6184	2.2222	1000	1.4958

Framework versions

• PEFT 0.13.2
• Transformers 4.45.2
• Pytorch 2.4.1+cu121
• Datasets 3.0.1
• Tokenizers 0.20.1