Instructions to use ntc-ai/minimax-music3-concept-sliders with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ntc-ai/minimax-music3-concept-sliders with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("MiniMaxAI/MiniMax-Music-3", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("ntc-ai/minimax-music3-concept-sliders") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
| { | |
| "name": "energy", | |
| "rank": 8, | |
| "alpha": 8.0, | |
| "steps": 500, | |
| "duration": 4.0, | |
| "dummy": false, | |
| "target_replace": [ | |
| "MiniMaxMusic3Attention" | |
| ], | |
| "delimiter": "-", | |
| "train_method": "full", | |
| "loss": 0.08115166425704956, | |
| "prompts": [ | |
| { | |
| "target": "Genre: pop. BPM: 110. Mid energy, balanced mix, clear lead vocal, drums, bass, and guitar. Neither aggressive nor quiet.", | |
| "positive": "Genre: pop-punk. BPM: 168. Extremely high energy, loud, aggressive, pounding drums, shouted vocals, dense slammed mix, everyone yelling.", | |
| "negative": "Genre: ambient lullaby. BPM: 52. Extremely quiet, calm, whispered vocal, almost silent, no drums, sparse pads, you can hear the room.", | |
| "neutral": "Genre: pop. BPM: 110. Mid energy, balanced mix, clear lead vocal, drums, bass, and guitar. Neither aggressive nor quiet.", | |
| "lyrics": "[verse]\nI can feel it in the air tonight\n[chorus]\nLouder now or fade away", | |
| "action": "enhance", | |
| "guidance_scale": 3.0, | |
| "batch_size": 1, | |
| "unconditional": "" | |
| } | |
| ], | |
| "weights": "/ml2/music/sliders-conceptmod/models/energy-slider-v2/energy_alpha8.0_rank8_full_last.safetensors", | |
| "unit_scale": 2.0104414, | |
| "unit_scale_guidance": 3.0, | |
| "unit_scale_g1": 0.62860656, | |
| "vel_pos_neg": 26.36149, | |
| "vel_target": 79.084469, | |
| "vel_neu": 166.34819, | |
| "guidance": 3.0, | |
| "calibrated": true, | |
| "calibrate_seed": 0, | |
| "calibrate_timesteps": [ | |
| 0.25, | |
| 0.5, | |
| 0.75 | |
| ], | |
| "calibrate_n_latents": 2, | |
| "sweep": [ | |
| { | |
| "scale": 0.25, | |
| "delta": 11.564266, | |
| "rel": 0.069518437, | |
| "vs_target": 0.14622676, | |
| "vs_posneg": 0.43868028 | |
| }, | |
| { | |
| "scale": 0.5, | |
| "delta": 21.394671, | |
| "rel": 0.12861379, | |
| "vs_target": 0.27052936, | |
| "vs_posneg": 0.81158806 | |
| }, | |
| { | |
| "scale": 1.0, | |
| "delta": 40.704804, | |
| "rel": 0.24469641, | |
| "vs_target": 0.51470035, | |
| "vs_posneg": 1.544101 | |
| }, | |
| { | |
| "scale": 1.5, | |
| "delta": 59.719702, | |
| "rel": 0.35900423, | |
| "vs_target": 0.75513817, | |
| "vs_posneg": 2.2654145 | |
| }, | |
| { | |
| "scale": 2.0, | |
| "delta": 78.692413, | |
| "rel": 0.47305844, | |
| "vs_target": 0.99504256, | |
| "vs_posneg": 2.9851276 | |
| }, | |
| { | |
| "scale": 3.0, | |
| "delta": 116.24074, | |
| "rel": 0.69877973, | |
| "vs_target": 1.4698302, | |
| "vs_posneg": 4.4094904 | |
| }, | |
| { | |
| "scale": 4.0, | |
| "delta": 153.92987, | |
| "rel": 0.92534748, | |
| "vs_target": 1.9463983, | |
| "vs_posneg": 5.8391947 | |
| }, | |
| { | |
| "scale": 6.0, | |
| "delta": 230.47434, | |
| "rel": 1.3854936, | |
| "vs_target": 2.9142807, | |
| "vs_posneg": 8.7428418 | |
| }, | |
| { | |
| "scale": 8.0, | |
| "delta": 316.73591, | |
| "rel": 1.9040539, | |
| "vs_target": 4.0050329, | |
| "vs_posneg": 12.015099 | |
| } | |
| ], | |
| "verify_delta": 74.395607, | |
| "verify_vs_target": 0.9407107 | |
| } |