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
Add uni v24 sliders in app catalog: gender-lyrichold, distortion, breath, joy
Browse files
weights/gender-lm-v24-lyrichold/gender-lm-v24-lyrichold_last.json
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{
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"schema": 3,
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"name": "gender-lm-v24-lyrichold",
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"checkpoint": "/ml2/music/sliders-conceptmod/models/gender-lm-v24-lyrichold/gender-lm-v24-lyrichold_last.safetensors",
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"weights": "/ml2/music/sliders-conceptmod/models/gender-lm-v24-lyrichold/gender-lm-v24-lyrichold_last.safetensors",
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"modules": 144,
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"rank": 8,
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"alpha": 8.0,
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"steps": 800,
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"steps_budget": 800,
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"lr": 0.0005,
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"seed": 7,
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"rows": 4,
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"lm_target": "faithful_plus_neu_lyric",
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"plus_only": false,
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"plus_neu": true,
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"plus_neu_prefix": false,
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"plus_neu_lyric": true,
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"even_blend_scale": 0.5,
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"pole_mode": "hidden",
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"symmetric": true,
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"hold_weight": 0.0,
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"project_align_min": null,
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"project_align_scope": null,
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"anchor_weight": 0.0,
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"leakage_floor": null,
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"slider_positive": "A woman is singing, her voice is feminine.",
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"slider_negative": "A man is singing, his voice is masculine.",
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"leak_positive": "",
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"leak_negative": "",
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"common_beta": 0.0,
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"target_scale": 1.0,
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"planreg_weight": 0.0,
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"blind_weight": null,
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"blind_cut": null,
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"blind_dims": null,
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"first": {
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"step": 1,
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"row": 0,
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"loss": 6.545833110809326,
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| 41 |
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"pperc": 0.9900226593017578,
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| 42 |
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"nperc": 0.0,
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| 43 |
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"cos_pos": 0.1769750714302063,
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| 44 |
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"cos_neg": 0.0,
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| 45 |
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"collapse": 0.0,
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| 46 |
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"edrift_p": 0.0,
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"edrift_n": 0.0,
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"pdrift_p": 0.0,
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"pdrift_n": 0.0
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},
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"last": {
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"step": 800,
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| 53 |
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"row": 3,
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| 54 |
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"loss": 3.0356714725494385,
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| 55 |
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"pperc": 0.7242879867553711,
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| 56 |
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"nperc": 0.0,
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| 57 |
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"cos_pos": 0.6963073015213013,
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| 58 |
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"cos_neg": 0.0,
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| 59 |
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"collapse": 0.0,
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| 60 |
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"edrift_p": 0.056436654180288315,
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| 61 |
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"edrift_n": 0.0,
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| 62 |
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"pdrift_p": 0.0008275705040432513,
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| 63 |
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"pdrift_n": 0.0
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| 64 |
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},
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| 65 |
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"target_replace": [
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| 66 |
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"Qwen3Attention"
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| 67 |
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],
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"kind": "language_model",
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| 69 |
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"prefix": "lora_te",
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"delimiter": "-",
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"train_method": "full",
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"unit_scale": 1.0,
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| 73 |
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"endreg": {
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| 74 |
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"enabled": true,
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| 75 |
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"weight": 1.0,
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| 76 |
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"frames": 250,
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| 77 |
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"seed": 7,
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| 78 |
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"rows_ended_naturally": 1,
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| 79 |
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"final_edrift_p": 0.055579153150320054,
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| 80 |
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"final_edrift_n": 0.0
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| 81 |
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},
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| 82 |
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"plus_label": "Female",
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| 83 |
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"minus_label": "Male",
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| 84 |
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"recommended_range": [
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-2.0,
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2.0
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| 87 |
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],
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| 88 |
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"prompts_file": "conceptmod/textsliders/data/prompts-gender-v4.yaml",
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"early_stop": {
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"enabled": false,
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| 91 |
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"fired": false,
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| 92 |
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"window": 50,
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| 93 |
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"min_steps": 100,
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"cos": 0.97,
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| 95 |
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"collapse": -0.95,
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| 96 |
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"perc": 0.2,
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| 97 |
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"metrics": {
|
| 98 |
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"cos_pos": 0.7261313772201539,
|
| 99 |
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"cos_neg": 0.0,
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| 100 |
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"collapse": 0.0,
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| 101 |
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"pperc": 0.7329160380363464,
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| 102 |
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"nperc": 0.0
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| 103 |
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}
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| 104 |
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}
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| 105 |
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}
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