Instructions to use aina-tech/Anima-Lightning with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use aina-tech/Anima-Lightning with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("aina-tech/Anima-Lightning", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Cosmos
How to use aina-tech/Anima-Lightning with Cosmos:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download modular_model_index.json from aina-tech/Anima-Lightning: direct link, hf CLI and curl.
- Browser
- Download file 2.35 kB
-
https://huggingface.co/aina-tech/Anima-Lightning/resolve/main/modular_model_index.json
- Command line
-
hf download hf://aina-tech/Anima-Lightning/modular_model_index.json
-
curl -L -o modular_model_index.json https://huggingface.co/aina-tech/Anima-Lightning/resolve/main/modular_model_index.json
2.35 kB
| { | |
| "_blocks_class_name": "AnimaAutoBlocks", | |
| "_class_name": "AnimaModularPipeline", | |
| "_diffusers_version": "0.39.0.dev0", | |
| "scheduler": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "scheduler", | |
| "type_hint": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "t5_tokenizer": [ | |
| "transformers", | |
| "T5Tokenizer", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "t5_tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "T5Tokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_conditioner": [ | |
| "diffusers", | |
| "AnimaTextConditioner", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "text_conditioner", | |
| "type_hint": [ | |
| "diffusers", | |
| "AnimaTextConditioner" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_encoder": [ | |
| "transformers", | |
| "Qwen3Model", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "text_encoder", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen3Model" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "tokenizer": [ | |
| "transformers", | |
| "Qwen2Tokenizer", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2Tokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "transformer": [ | |
| "anima_lightning_transformer", | |
| "CosmosTDMUnifyTransformer3DModel", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "transformer", | |
| "type_hint": [ | |
| "anima_lightning_transformer", | |
| "CosmosTDMUnifyTransformer3DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vae": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage", | |
| { | |
| "pretrained_model_name_or_path": "aina-tech/Anima-Lightning", | |
| "revision": null, | |
| "subfolder": "vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage" | |
| ], | |
| "variant": null | |
| } | |
| ] | |
| } | |