README.md

metadata

license: cc-by-nc-4.0
library_name: peft
tags:
  - text-to-audio
  - sweet-dreambooths/black-eyed-peas-v1-piano-prompts
  - generated_from_trainer
base_model: facebook/musicgen-melody-large
model-index:
  - name: >-
      black-eyed-peas-v1-crafted-variable-prompt-8-epochs-text-only-piano-prompts
    results: []

black-eyed-peas-v1-crafted-variable-prompt-8-epochs-text-only-piano-prompts

This model is a fine-tuned version of facebook/musicgen-melody-large on the SWEET-DREAMBOOTHS/BLACK-EYED-PEAS-V1-PIANO-PROMPTS - DEFAULT dataset. It achieves the following results on the evaluation set:

• Loss: 3.0989
• Text Cosine Sim: 0.3982
• Audio Cosine Sim: 0.5996

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: 3e-05
• train_batch_size: 1
• eval_batch_size: 1
• seed: 456
• gradient_accumulation_steps: 16
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 8.0
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Text Cosine Sim	Audio Cosine Sim
8.1809	4.9485	30	3.0955	0.3840	0.5573

Framework versions

• PEFT 0.10.0
• Transformers 4.41.0.dev0
• Pytorch 2.1.0+cu121
• Datasets 2.18.1.dev0
• Tokenizers 0.19.1