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replicate /rvc-trainer:5eb9fc56
Input schema
The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.
| Field | Type | Default value | Description |
|---|---|---|---|
| training_data |
string
|
ZIP or tar archive containing the artist audio used for training
|
|
| huggingface_dataset_id |
string
|
|
Hugging Face dataset containing audio files or audio archives; use instead of training_data
|
| dataset_revision |
string
|
|
Optional branch, tag, or commit for huggingface_dataset_id
|
| auto_demux |
boolean
|
True
|
Automatically isolate vocals before training; disable only for already-isolated vocals
|
| separation_method |
None
|
pymss
|
Vocal separator used when auto_demux or validation_auto_demux is enabled
|
| pymss_model |
string
|
model_bs_roformer_ep_368_sdr_12.9628
|
PyMSS catalog model used for vocal separation
|
| demucs_model |
None
|
htdemucs
|
Demucs model used when separation_method is demucs
|
| model_name |
string
|
RVC Voice Model
|
Display name stored in the portable RVCPipeline
|
| training_steps |
integer
|
1000
Min: 10 Max: 20000 |
RVC optimizer steps
|
| batch_size |
None
|
4
|
Training batch size
|
| learning_rate |
number
|
0.0001
Min: 0.000001 Max: 0.001 |
RVC learning rate
|
| max_seconds_per_file |
number
|
180
Min: 5 Max: 600 |
Maximum duration consumed from each training file
|
| build_index |
boolean
|
True
|
Build the retrieval index included with the trained model
|
| export_webui_model |
boolean
|
True
|
Also include a classic RVC WebUI .pth, retrieval index, and feature array in the result
|
| validation_data |
string
|
Optional ZIP or tar of audio to convert with the trained model before returning it
|
|
| validation_dataset_id |
string
|
|
Optional Hugging Face dataset of validation audio; use instead of validation_data
|
| validation_revision |
string
|
|
Optional branch, tag, or commit for validation_dataset_id
|
| validation_auto_demux |
boolean
|
True
|
Isolate and replace vocals in complete validation songs; disable for isolated vocal files
|
| validation_retrieval_strength |
number
|
0.75
Max: 1 |
Feature-index retrieval strength used for validation conversion
|
| validation_rms_mix_rate |
number
|
1
Max: 1 |
Preserve the source validation volume envelope at 0 or use the converted envelope at 1
|
| hf_token |
string
|
Hugging Face token for private datasets or optional model publishing
|
|
| hub_model_id |
string
|
|
Optional Hugging Face model ID where the resulting RVCPipeline will be published
|
| hub_private |
boolean
|
True
|
Create the Hugging Face model repository as private when publishing
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'format': 'uri', 'title': 'Output', 'type': 'string'}