elgeish / xlsr-sweeps

XLSR-WAV2VEC2 fine-tuned with W&B Sweeps

Sweeps ongoing:

• Random search to understand which hyper-parameters matter

Instructions

• install requirements (requires master branch of `transformers)

  pip install -r requirements.txt

• make sure you're logged into W&B

  wandb login

• define your sweep configuration file (see sweep.yaml)

• create a sweep -> this will return a sweep id

  wandb sweep sweep.yaml

• launch an agent against the sweep (see the return from previous command)

  wandb agent my_sweep_id

  Notes:

  • you can launch as many agents as your machine handles, and use other machines. Just don't recreate another sweep and use the same sweep id.
  • if you want to add runs to my ongoing sweep (and didn't change this repo), you can launch wandb agent wandb/xlsr/1yovh01j