Instructions to use hf-internal-testing/tiny-random-BarkModel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hf-internal-testing/tiny-random-BarkModel with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-to-audio", model="hf-internal-testing/tiny-random-BarkModel")# Load model directly from transformers import AutoProcessor, AutoModelForTextToWaveform processor = AutoProcessor.from_pretrained("hf-internal-testing/tiny-random-BarkModel") model = AutoModelForTextToWaveform.from_pretrained("hf-internal-testing/tiny-random-BarkModel", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "BarkModel" | |
| ], | |
| "coarse_acoustics_config": { | |
| "block_size": 256, | |
| "bos_token_id": 32, | |
| "eos_token_id": 32, | |
| "hidden_size": 16, | |
| "input_vocab_size": 300, | |
| "model_type": "coarse_acoustics", | |
| "num_heads": 2, | |
| "num_layers": 2, | |
| "output_vocab_size": 300, | |
| "pad_token_id": 32 | |
| }, | |
| "codec_config": { | |
| "audio_channels": 2, | |
| "chunk_in_sec": null, | |
| "codebook_dim": 32, | |
| "codebook_size": 64, | |
| "hidden_size": 32, | |
| "model_type": "encodec", | |
| "num_filters": 8, | |
| "num_lstm_layers": 1, | |
| "upsampling_ratios": [ | |
| 8, | |
| 4 | |
| ] | |
| }, | |
| "fine_acoustics_config": { | |
| "block_size": 256, | |
| "bos_token_id": 32, | |
| "eos_token_id": 32, | |
| "hidden_size": 16, | |
| "input_vocab_size": 300, | |
| "model_type": "fine_acoustics", | |
| "num_heads": 2, | |
| "num_layers": 2, | |
| "output_vocab_size": 300, | |
| "pad_token_id": 32 | |
| }, | |
| "initializer_range": 0.02, | |
| "model_type": "bark", | |
| "semantic_config": { | |
| "block_size": 256, | |
| "bos_token_id": 32, | |
| "eos_token_id": 32, | |
| "hidden_size": 16, | |
| "input_vocab_size": 300, | |
| "model_type": "semantic", | |
| "num_heads": 2, | |
| "num_layers": 2, | |
| "output_vocab_size": 300, | |
| "pad_token_id": 32 | |
| }, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.34.0.dev0" | |
| } | |