Instructions to use InstantX/MiniMax-H3-Turbo-Lora-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use InstantX/MiniMax-H3-Turbo-Lora-Diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("MiniMaxAI/MiniMax-H3", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("InstantX/MiniMax-H3-Turbo-Lora-Diffusers") prompt = "A man with short gray hair plays a red electric guitar." output = pipe(prompt=prompt).frames[0] export_to_video(output, "output.mp4") - PEFT
How to use InstantX/MiniMax-H3-Turbo-Lora-Diffusers with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
| # MiniMax-H3 inference (infer.py / convert.py) | |
| # Versions pinned to the working docker env (CUDA 12.6). | |
| # | |
| # Install torch first from the CUDA wheel index, then the rest: | |
| # pip install torch==2.9.1 torchvision==0.24.1 --index-url https://download.pytorch.org/whl/cu126 | |
| # pip install -r requirements.txt | |
| # | |
| # MiniMax-H3 is not in a released diffusers build yet — install the local checkout | |
| # (or the PR) instead of the PyPI package: | |
| # pip install -e ./diffusers | |
| # # or: pip install git+https://github.com/huggingface/diffusers.git@refs/pull/14355/head | |
| # --- PyTorch (install via the CUDA index above; listed here for reference) --- | |
| # torch==2.9.1+cu126 | |
| # torchvision==0.24.1+cu126 | |
| torch==2.9.1 | |
| torchvision==0.24.1 | |
| # --- Hugging Face stack --- | |
| transformers==5.14.1 | |
| accelerate==1.14.0 | |
| huggingface-hub==1.26.0 | |
| safetensors==0.8.0 | |
| peft==0.20.0 | |
| tokenizers==0.22.2 | |
| sentencepiece==0.2.0 | |
| protobuf==4.24.4 | |
| # --- Diffusers extras used by infer.py --- | |
| kernels==0.16.0 | |
| # --- Numerics / IO --- | |
| numpy==1.24.4 | |
| scipy==1.12.0 | |
| Pillow==10.2.0 | |
| einops==0.7.0 | |
| ftfy==6.2.0 | |
| opencv-python==4.7.0 | |
| av==17.1.0 | |
| soundfile==0.12.1 | |
| imageio==2.37.4 | |
| imageio-ffmpeg==0.6.0 | |