Configuration Parsing
Warning:
In adapter_config.json: "peft.task_type" must be a string
musicgen-small-lora-afrobeats
This model is a fine-tuned version of facebook/musicgen-small on the OGBANUGOT/MUSICGEN - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 5.1124
- Clap: 0.0623
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: 0.0002
- train_batch_size: 2
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4.0
- mixed_precision_training: Native AMP
Training results
Framework versions
- PEFT 0.11.1
- Transformers 4.42.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Downloads last month
- 2
Inference API (serverless) does not yet support peft models for this pipeline type.
Model tree for ogbanugot/musicgen-small-lora-afrobeats
Base model
facebook/musicgen-small