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anima-renderstyle-v1
Zaytron40k/anima-renderstyle-v1
anima-renderstyle-v1 is a machine learning model from Zaytron40k. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
Style LoRA for Anima (CircleStone Labs, Cosmos-Predict2-2B DiT). Trained with kohya-ss/sd-scripts animatrainnetwork.py on Anima-Base v1.0.
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Updated Jul 24, 2026
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.safetensors1.5 GB · 100%
At a glance
- License
- other
- Access
- Public
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026
- SHA
- 7c3cf00f
Base models
Model card
From the Hugging Face model README
Anima RenderStyle v1 (style LoRA)
Style LoRA for Anima (CircleStone Labs, Cosmos-Predict2-2B DiT). Trained with
kohya-ss/sd-scripts anima_train_network.py
on Anima-Base v1.0.
Dataset: RenderStyle v2 (SFW, 249 imgs) + non-muscular men set (19 imgs) = 268 images, natural-language captions, no trigger word (always-on style).
Training config
- base:
anima-base-v1.0.safetensors+qwen_3_06b_baseTE +qwen_image_vae - network:
networks.lora_anima, dim=32, alpha=32, DiT-only (--network_train_unet_only, Qwen3 TE + LLM adapter frozen) - lr=2e-5, AdamW, constant; timestep_sampling=sigmoid; bf16; gradient checkpointing
- resolution 1024 (bucketed 512–2048), batch 1, 16 epochs, save every 2 epochs
- final avr_loss: 0.08640
Checkpoints
anima-renderstyle-v1-000002.safetensorsanima-renderstyle-v1-000004.safetensorsanima-renderstyle-v1-000006.safetensorsanima-renderstyle-v1-000008.safetensorsanima-renderstyle-v1-000010.safetensorsanima-renderstyle-v1-000012.safetensorsanima-renderstyle-v1-000014.safetensorsanima-renderstyle-v1.safetensors
Pick a checkpoint visually. Load in ComfyUI with Anima nodes; DiT-only LoRA needs no sd-scripts->Comfy conversion.
- License
- other
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026