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lucataco/magnet
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MAGNeT: Masked Audio Generation using a Single Non-Autoregressive Transformer
Capabilities
Top-P
Cost
Community model (estimated from hardware time)
Input Parameters
| Name | Type | Description | Default | Constraints |
|---|---|---|---|---|
decoding_steps_stage_1 | integer | Number of decoding steps for stage 1 | 20 | — |
decoding_steps_stage_2 | integer | Number of decoding steps for stage 2 | 10 | — |
decoding_steps_stage_3 | integer | Number of decoding steps for stage 3 | 10 | — |
decoding_steps_stage_4 | integer | Number of decoding steps for stage 4 | 10 | — |
max_cfg | number | Max CFG coefficient | 10 | — |
min_cfg | number | Min CFG coefficient | 1 | — |
model | string | Model to use | "facebook/magnet-small-10secs" | facebook/magnet-small-10secsfacebook/magnet-medium-10secsfacebook/magnet-small-30secsfacebook/magnet-medium-30secsfacebook/audio-magnet-smallfacebook/audio-magnet-medium |
prompt | string | Input Text | "80s electronic track with melodic synthesizers, catchy beat and groovy bass" | — |
span_score | string | An enumeration. | "prod-stride1" | max-nonoverlapprod-stride1 |
temperature | number | Temperature for sampling | 3 | — |
top_p | number | Top p for sampling | 0.9 | min: 0, max: 1 |
variations | integer | Number of variations to generate | 3 | min: 1, max: 4 |
decoding_steps_stage_1integerNumber of decoding steps for stage 1
Default:
20decoding_steps_stage_2integerNumber of decoding steps for stage 2
Default:
10decoding_steps_stage_3integerNumber of decoding steps for stage 3
Default:
10decoding_steps_stage_4integerNumber of decoding steps for stage 4
Default:
10max_cfgnumberMax CFG coefficient
Default:
10min_cfgnumberMin CFG coefficient
Default:
1modelstringModel to use
Default:
"facebook/magnet-small-10secs"facebook/magnet-small-10secsfacebook/magnet-medium-10secsfacebook/magnet-small-30secsfacebook/magnet-medium-30secsfacebook/audio-magnet-smallfacebook/audio-magnet-medium
promptstringInput Text
Default:
"80s electronic track with melodic synthesizers, catchy beat and groovy bass"span_scorestringAn enumeration.
Default:
"prod-stride1"max-nonoverlapprod-stride1
temperaturenumberTemperature for sampling
Default:
3top_pnumberTop p for sampling
Default:
0.9min: 0, max: 1variationsintegerNumber of variations to generate
Default:
3min: 1, max: 4Version:
e8e2ecd4a1daUpdated: 7/25/20262.9K runs