sakemin/musicgen-fine-tuner 🔢📝🖼️✓❓ → 🖼️
About
Fine-tune MusicGen small, medium and melody models. Also stereo models available.
Example Output
Prompt:
"80s rock music with grunge bass, overdriven guitar and hard drum beats"
Output
Performance Metrics
69.94s
Prediction Time
71.92s
Total Time
All Input Parameters
{
"top_k": 250,
"top_p": 0,
"prompt": "80s rock music with grunge bass, overdriven guitar and hard drum beats",
"duration": 50,
"input_audio": "https://replicate.delivery/pbxt/Ji88eCq8hjBvrVViys57a7PH8pZXHqKF3azoRa3Y6pgQx6OX/KeepItReal.mp3",
"temperature": 1,
"continuation": true,
"output_format": "wav",
"continuation_end": 8,
"continuation_start": 0,
"multi_band_diffusion": false,
"normalization_strategy": "loudness",
"classifier_free_guidance": 3
}
Input Parameters
- seed
- Seed for random number generator. If None or -1, a random seed will be used.
- top_k
- Reduces sampling to the k most likely tokens.
- top_p
- Reduces sampling to tokens with cumulative probability of p. When set to `0` (default), top_k sampling is used.
- prompt
- A description of the music you want to generate.
- duration
- Duration of the generated audio in seconds.
- input_audio
- An audio file that will influence the generated music. If `continuation` is `True`, the generated music will be a continuation of the audio file. Otherwise, the generated music will mimic the audio file's melody.
- temperature
- Controls the 'conservativeness' of the sampling process. Higher temperature means more diversity.
- continuation
- If `True`, generated music will continue `melody`. Otherwise, generated music will mimic `audio_input`'s melody.
- output_format
- Output format for generated audio.
- continuation_end
- End time of the audio file to use for continuation. If -1 or None, will default to the end of the audio clip.
- replicate_weights
- Replicate MusicGen weights to use. Leave blank to use the default weights.
- continuation_start
- Start time of the audio file to use for continuation.
- multi_band_diffusion
- If `True`, the EnCodec tokens will be decoded with MultiBand Diffusion. Only works with non-stereo models.
- normalization_strategy
- Strategy for normalizing audio.
- classifier_free_guidance
- Increases the influence of inputs on the output. Higher values produce lower-varience outputs that adhere more closely to inputs.
Output Schema
Output
Example Execution Logs
Using seed 2367215940 1 / 2500 2 / 2500 3 / 2500 4 / 2500 5 / 2500 6 / 2500 7 / 2500 8 / 2500 9 / 2500 10 / 2500 11 / 2500 12 / 2500 13 / 2500 14 / 2500 15 / 2500 16 / 2500 17 / 2500 18 / 2500 19 / 2500 20 / 2500 21 / 2500 22 / 2500 23 / 2500 24 / 2500 25 / 2500 26 / 2500 27 / 2500 28 / 2500 29 / 2500 30 / 2500 31 / 2500 32 / 2500 33 / 2500 34 / 2500 35 / 2500 36 / 2500 37 / 2500 38 / 2500 39 / 2500 40 / 2500 41 / 2500 42 / 2500 43 / 2500 44 / 2500 45 / 2500 46 / 2500 47 / 2500 48 / 2500 49 / 2500 50 / 2500 51 / 2500 52 / 2500 53 / 2500 54 / 2500 55 / 2500 56 / 2500 57 / 2500 58 / 2500 59 / 2500 60 / 2500 61 / 2500 62 / 2500 63 / 2500 64 / 2500 65 / 2500 66 / 2500 67 / 2500 68 / 2500 69 / 2500 70 / 2500 71 / 2500 72 / 2500 73 / 2500 74 / 2500 75 / 2500 76 / 2500 77 / 2500 78 / 2500 79 / 2500 80 / 2500 81 / 2500 82 / 2500 83 / 2500 84 / 2500 85 / 2500 86 / 2500 87 / 2500 88 / 2500 89 / 2500 90 / 2500 91 / 2500 92 / 2500 93 / 2500 94 / 2500 95 / 2500 96 / 2500 97 / 2500 98 / 2500 99 / 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Version Details
- Version ID
bc57274e2930af17c1d692516a4e6bd67618af425db3b2107c28c2100f031934- Version Created
- February 20, 2024