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MusicGen
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MusicGen
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# @package __global__

# This is a minimal debugging configuration
# for MusicGen training solver
defaults:
  - musicgen/default
  - /model: lm/musicgen_lm
  - override /model/lm/model_scale: xsmall
  - override /dset: audio/example
  - _self_

autocast: false
compression_model_checkpoint: //pretrained/debug_compression_model
transformer_lm:
  n_q: 4
  card: 400

conditioners:
  description:
    model: t5
    t5:
      name: t5-small

codebooks_pattern:
  modeling: parallel

channels: 1
sample_rate: 32000

deadlock:
  use: false  # deadlock detection

dataset:
  batch_size: 4
  segment_duration: 5
  sample_on_weight: false  # Uniform sampling all the way
  sample_on_duration: false  # Uniform sampling all the way

generate:
  audio:
    strategy: peak
  lm:
    use_sampling: false
    top_k: 0
    top_p: 0.0

checkpoint:
  save_every: 0
  keep_last: 0

optim:
  epochs: 2
  updates_per_epoch: 10
  optimizer: adamw
  lr: 1e-4

logging:
  log_tensorboard: true

schedule:
  lr_scheduler: null