Instructions to use fukujusou/Anima-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use fukujusou/Anima-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download fukujusou/Anima-mlx --local-dir Anima-mlx
- Diffusion Single File
How to use fukujusou/Anima-mlx with Diffusion Single File:
# 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
- LM Studio
- Atomic Chat
File size: 1,786 Bytes
3bdc93d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 | """Baseline workflow settings derived from Anima's official ComfyUI material."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass(frozen=True)
class WorkflowSpec:
diffusion_model: str
text_encoder: str
vae: str
positive_prompt: str
negative_prompt: str
width: int
height: int
batch_size: int
seed: int
steps: int
cfg: float
sampler_name: str
scheduler: str
denoise: float
flow_shift: float
flow_multiplier: float
@property
def latent_height(self) -> int:
return self.height // 8
@property
def latent_width(self) -> int:
return self.width // 8
@property
def latent_shape_2d(self) -> tuple[int, int, int, int]:
return (self.batch_size, 16, self.latent_height, self.latent_width)
@property
def comfy_empty_latent_shape(self) -> tuple[int, int, int, int]:
return (self.batch_size, 4, self.latent_height, self.latent_width)
DEFAULT_WORKFLOW_SPEC = WorkflowSpec(
diffusion_model="anima-base-v1.0-mlx.safetensors",
text_encoder="qwen_3_06b_base-mlx.safetensors",
vae="qwen_image_vae-mlx.safetensors",
positive_prompt=(
"masterpiece, best quality, score_7, safe, 1girl, fern "
"\\(sousou no frieren\\), sousou no frieren, @izei1337, "
"purple hair, black robe, white dress, butterfly on hand, "
"purple eyes, looking at viewer, simple background"
),
negative_prompt="worst quality, low quality, score_1, score_2, score_3, blurry, jpeg artifacts",
width=896,
height=1152,
batch_size=1,
seed=807_882_066_116_956,
steps=30,
cfg=4.0,
sampler_name="er_sde",
scheduler="simple",
denoise=1.0,
flow_shift=3.0,
flow_multiplier=1.0,
)
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