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
| { | |
| "schema": 3, | |
| "name": "breath-lm-v4", | |
| "checkpoint": "/ml2/music/sliders-conceptmod/models/breath-lm-v4/breath-lm-v4_last.safetensors", | |
| "weights": "/ml2/music/sliders-conceptmod/models/breath-lm-v4/breath-lm-v4_last.safetensors", | |
| "modules": 144, | |
| "rank": 8, | |
| "alpha": 8.0, | |
| "steps": 800, | |
| "steps_budget": 800, | |
| "lr": 0.0005, | |
| "rows": 6, | |
| "symmetric": true, | |
| "common_beta": 0.0, | |
| "first": { | |
| "step": 1, | |
| "row": 0, | |
| "loss": 0.04791141301393509, | |
| "pperc": 1.000883936882019, | |
| "nperc": 1.005846619606018, | |
| "cos_pos": 0.030307313427329063, | |
| "cos_neg": -0.030307313427329063, | |
| "collapse": 1.0000001192092896, | |
| "edrift_p": 0.0, | |
| "edrift_n": 0.0 | |
| }, | |
| "last": { | |
| "step": 800, | |
| "row": 1, | |
| "loss": 0.011750648729503155, | |
| "pperc": 0.31941771507263184, | |
| "nperc": 0.2995215058326721, | |
| "cos_pos": 0.9477377533912659, | |
| "cos_neg": 0.9541085958480835, | |
| "collapse": -0.9564054012298584, | |
| "edrift_p": 0.06156808137893677, | |
| "edrift_n": 0.06700307875871658 | |
| }, | |
| "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": 0, | |
| "final_edrift_p": 0.06906526900827885, | |
| "final_edrift_n": 0.06836814865469933 | |
| }, | |
| "plus_label": "Breathy", | |
| "minus_label": "Clean", | |
| "recommended_range": [ | |
| -2.0, | |
| 2.0 | |
| ], | |
| "prompts_file": "conceptmod/textsliders/data/prompts-breath-v4.yaml", | |
| "early_stop": { | |
| "enabled": true, | |
| "fired": false, | |
| "window": 50, | |
| "min_steps": 100, | |
| "cos": 0.97, | |
| "collapse": -0.95, | |
| "perc": 0.2, | |
| "metrics": { | |
| "cos_pos": 0.9378063213825226, | |
| "cos_neg": 0.9309412884712219, | |
| "collapse": -0.9482558608055115, | |
| "pperc": 0.3490370923280716, | |
| "nperc": 0.3624880576133728 | |
| } | |
| } | |
| } |