--- license: cc-by-nc-4.0 library_name: peft tags: - text-to-audio - sweet-dreambooths/combined-artists-v1 - generated_from_trainer base_model: facebook/musicgen-melody-large model-index: - name: combined-artists-text-only-1-epochs results: [] --- [Visualize in Weights & Biases](https://wandb.ai/sanchit-gandhi/black-eyed-peas/runs/aot7xf5c) [Visualize in Weights & Biases](https://wandb.ai/sanchit-gandhi/black-eyed-peas/runs/aot7xf5c) # combined-artists-text-only-1-epochs This model is a fine-tuned version of [facebook/musicgen-melody-large](https://huggingface.co/facebook/musicgen-melody-large) on the SWEET-DREAMBOOTHS/COMBINED-ARTISTS-V1 - DEFAULT dataset. It achieves the following results on the evaluation set: - Loss: 3.9133 - Text Cosine Sim: 0.2331 - Audio Cosine Sim: 0.4680 ## 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: 16 - eval_batch_size: 4 - seed: 456 - optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 1.0 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Text Cosine Sim | Audio Cosine Sim | |:-------------:|:-----:|:----:|:---------------:|:---------------:|:----------------:| | 7.3112 | 1.0 | 99 | 3.9133 | 0.2471 | 0.4541 | ### Framework versions - PEFT 0.10.0 - Transformers 4.41.0.dev0 - Pytorch 2.1.2+cu121 - Datasets 2.19.2.dev0 - Tokenizers 0.19.1