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{
"model_type": "diffusion_cond",
"sample_size": 2097152,
"sample_rate": 44100,
"audio_channels": 2,
"model": {
"pretransform": {
"type": "autoencoder",
"iterate_batch": true,
"config": {
"encoder": {
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"requires_grad": false,
"config": {
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"channels": 128,
"c_mults": [
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],
"strides": [
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4,
8,
8
],
"latent_dim": 128,
"use_snake": true
}
},
"decoder": {
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"channels": 128,
"c_mults": [
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],
"strides": [
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8
],
"latent_dim": 64,
"use_snake": true,
"final_tanh": false
}
},
"bottleneck": {
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},
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"downsampling_ratio": 2048,
"io_channels": 2
}
},
"conditioning": {
"configs": [
{
"id": "prompt",
"type": "t5",
"config": {
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"max_length": 128
}
},
{
"id": "seconds_start",
"type": "number",
"config": {
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"max_val": 512
}
},
{
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"type": "number",
"config": {
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}
}
],
"cond_dim": 768
},
"diffusion": {
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"seconds_start",
"seconds_total"
],
"global_cond_ids": [
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],
"type": "dit",
"config": {
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"embed_dim": 1536,
"depth": 24,
"num_heads": 24,
"cond_token_dim": 768,
"global_cond_dim": 1536,
"project_cond_tokens": false,
"transformer_type": "continuous_transformer"
}
},
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},
"training": {
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"log_loss_info": false,
"optimizer_configs": {
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"optimizer": {
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"config": {
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"betas": [
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"weight_decay": 1e-3
}
},
"scheduler": {
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"config": {
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"power": 0.5,
"warmup": 0.99
}
}
}
},
"demo": {
"demo_every": 687,
"demo_steps": 250,
"num_demos": 4,
"demo_cond": [
{
"prompt": "Format: Solo | Genre: Trap | Sub-Genre: Cinematic Piano / Ambient | Instruments: Acoustic Piano | Moods: Sad, Melancholic, Reflective, Somber, Introspective | Styles: Expressive, Emotional, Sparse | Tempo: Slow | BPM: 70 | Key: Am",
"seconds_start": 0,
"seconds_total": 15
},
{
"prompt": "Format: Solo | Genre: Trap | Sub-Genre: Melodic Trap / Future Pop | Instruments: Synth Lead, Synth Plucks, Atmospheric Pads | Moods: Bright, Uplifting, Carefree, Energetic | Styles: Wavy, Catchy, Modern, Smooth | Tempo: Fast | BPM: 155 | Key: G",
"seconds_start": 0,
"seconds_total": 30
},
{
"prompt": "Format: Solo | Genre: Trap | Sub-Genre: Hard Trap / Cinematic Trap | Instruments: Synth Pads (dark & evolving), Sub Bass, FX Risers, Distorted Synth Stabs | Moods: Epic, Deep, Intense, Dark, Anticipatory, Powerful | Styles: Atmospheric, Building, Menacing, Cinematic | Tempo: Medium-Fast | BPM: 150 | Key: Fm",
"seconds_start": 0,
"seconds_total": 12
},
{
"prompt": "Format: Solo | Genre: Trap | Sub-Genre: Trap | Instruments: 808 Bass, Programmed Drums, Hi-Hats, Snare | Moods: Dark, Menacing, Energetic, Driving | Styles: Hard-hitting, Rhythmic, Urban, Gritty | Tempo: Mid-Fast, Driving | BPM: 130 | Key: Cm",
"seconds_start": 0,
"seconds_total": 18
}
],
"demo_cfg_scales": [
7,
9,
10
]
}
}
} |