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 = "Same prompt and lyrics. Energy slider Off then Loud +1. Unidirectional lyric-hold LM." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
minimax-music3-concept-sliders / weights /gender-male-lm-uni-lyric /gender-male-lm-uni-lyric_last.json
| { | |
| "schema": 3, | |
| "name": "gender-male-lm-uni-lyric", | |
| "checkpoint": "/ml2/music/sliders-conceptmod/models/gender-male-lm-uni-lyric/gender-male-lm-uni-lyric_last.safetensors", | |
| "weights": "/ml2/music/sliders-conceptmod/models/gender-male-lm-uni-lyric/gender-male-lm-uni-lyric_last.safetensors", | |
| "modules": 144, | |
| "rank": 8, | |
| "alpha": 8.0, | |
| "steps": 800, | |
| "steps_budget": 800, | |
| "lr": 0.0005, | |
| "seed": 7, | |
| "rows": 4, | |
| "lm_target": "faithful_plus_neu_lyric", | |
| "plus_only": false, | |
| "plus_neu": true, | |
| "plus_neu_prefix": false, | |
| "plus_neu_lyric": true, | |
| "even_blend_scale": 0.5, | |
| "pole_mode": "hidden", | |
| "symmetric": true, | |
| "hold_weight": 0.0, | |
| "project_align_min": null, | |
| "project_align_scope": null, | |
| "anchor_weight": 0.0, | |
| "leakage_floor": null, | |
| "slider_positive": "A man is singing, his voice is masculine.", | |
| "slider_negative": "Ordinary, unsteered, no pole.", | |
| "leak_positive": "", | |
| "leak_negative": "", | |
| "common_beta": 0.0, | |
| "target_scale": 1.0, | |
| "planreg_weight": 0.0, | |
| "blind_weight": null, | |
| "blind_cut": null, | |
| "blind_dims": null, | |
| "first": { | |
| "step": 1, | |
| "row": 0, | |
| "loss": 6.5343427658081055, | |
| "pperc": 1.0117578506469727, | |
| "nperc": 0.0, | |
| "cos_pos": -0.08537040650844574, | |
| "cos_neg": 0.0, | |
| "collapse": 0.0, | |
| "edrift_p": 0.0, | |
| "edrift_n": 0.0, | |
| "pdrift_p": 0.0, | |
| "pdrift_n": 0.0 | |
| }, | |
| "last": { | |
| "step": 800, | |
| "row": 3, | |
| "loss": 126.14149475097656, | |
| "pperc": 1.1815838813781738, | |
| "nperc": 0.0, | |
| "cos_pos": 0.18905684351921082, | |
| "cos_neg": 0.0, | |
| "collapse": 0.0, | |
| "edrift_p": 0.27999407052993774, | |
| "edrift_n": 0.0, | |
| "pdrift_p": 0.006121557671576738, | |
| "pdrift_n": 0.0 | |
| }, | |
| "target_replace": [ | |
| "Qwen3Attention" | |
| ], | |
| "kind": "language_model", | |
| "prefix": "lora_te", | |
| "delimiter": "-", | |
| "train_method": "full", | |
| "unit_scale": 1.0, | |
| "endreg": { | |
| "enabled": true, | |
| "weight": 1.0, | |
| "frames": 250, | |
| "seed": 7, | |
| "rows_ended_naturally": 1, | |
| "final_edrift_p": 0.323503020554781, | |
| "final_edrift_n": 0.0 | |
| }, | |
| "plus_label": "Male", | |
| "minus_label": "Off", | |
| "recommended_range": [ | |
| 0.0, | |
| 2.0 | |
| ], | |
| "prompts_file": "conceptmod/textsliders/data/prompts-gender-minus-uni-v1.yaml", | |
| "early_stop": { | |
| "enabled": false, | |
| "fired": false, | |
| "window": 50, | |
| "min_steps": 100, | |
| "cos": 0.97, | |
| "collapse": -0.95, | |
| "perc": 0.2, | |
| "metrics": { | |
| "cos_pos": 0.2752590341307223, | |
| "cos_neg": 0.0, | |
| "collapse": 0.0, | |
| "pperc": 1.1008023631572723, | |
| "nperc": 0.0 | |
| } | |
| } | |
| } |