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model_name: EzAudio-XL
model:
mae: True
mae_prob: 0.25
mask_ratio: [0.25, 1.0]
mask_span: 10
img_size: 500
patch_size: 1
in_chans: 257
out_chans: 128
input_type: '1d'
embed_dim: 1152
depth: 28
num_heads: 16
mlp_ratio: 4.0
qkv_bias: false
qk_scale: null
qk_norm: layernorm
norm_layer: layernorm
act_layer: geglu
context_norm: true
use_checkpoint: true
time_fusion: 'ada_sola_bias'
ada_sola_rank: 36
ada_sola_alpha: 36
cls_dim: null
context_dim: 2048
context_fusion: 'cross'
context_max_length: null
context_pe_method: 'none'
pe_method: 'none'
rope_mode: 'shared'
use_conv: true
skip: true
skip_norm: true
autoencoder:
name: stable_vae
dim: 128
sr: 24000
latent_sr: 50
q_first: true
scale: 1.0
shift: 0.0
text_encoder:
model: google/flan-t5-xl
max_length: 100
cfg: 0.1
diff:
num_train_timesteps: 1000
beta_schedule: 'scaled_linear'
beta_start: 0.00085
beta_end: 0.012
prediction_type: 'v_prediction'
rescale_betas_zero_snr: true
timestep_spacing: 'trailing'
clip_sample: false
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