Updated: May 21, 2026
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What's New
🧹 Streamlined Interface Removed non-functional options that caused crashes with Anima DiT models:
Removed
weight_dtypeselector — Anima models are natively bfloat16. Forcing FP8 causedLayerNormKernelImpl not implemented for Float8_e4m3fncrashes because PyTorch does not support FP8 in RMSNorm operations used by DiT architectures. The loader now always uses the optimal native dtype.Removed
compile_modeselector — Modesreduce-overheadandmax-autotuneuse CUDA Graphs internally, which conflict with Anima's in-place tensor operations, causingCUDAGraphs tensor overwrittenerrors. The loader now always uses the stabledefaultcompilation mode.
🔬 SageAttention Fix
Fixed a critical bug where selecting specific quantization kernels (sageattn_qk_int8_pv_fp16_cuda / fp8) silently failed due to API changes in sageattention >= 1.0.6. The library migrated from C++ extensions to Triton kernels and removed those functions from the public API. The node now correctly uses the auto mode which delegates to ComfyUI's built-in SageAttention integration — this automatically selects the optimal quantization strategy for your GPU.
📦 New: Checkpoint Loader Added Anima Booster Checkpoint Loader — a new node for loading bundled Anima checkpoints that contain Model + CLIP + VAE in a single file. Outputs all three components while applying the same SageAttention and torch.compile optimizations as the standard Anima Booster Loader.
⚡ Clean Node Design Both loaders now feature a minimal, crash-proof interface:
Model selector
SageAttention toggle (auto / disabled)
torch.compile toggle (on / off)
No unnecessary options that could lead to errors. Just plug in and generate.
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License:
AnimaThe Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
Built on NVIDIA Cosmos
ANIMA_BOOSTER for ComfyUI ⚡
The ultimate high-performance optimization suite designed to maximize inference speed and optimize the performance of the Anima DiT 2B model.
Delivers a massive 3.5× to 5.0× speedup with virtually no loss in visual quality!
> 💡 Ultimate Quality & Speed Combo:
> We highly recommend pairing this optimization suite with our companion node FLSampler (BSS) to perfectly restore any lost micro-details at lightning-fast speeds!
🔗 GitHub Repository (Full Guide & Docs): https://github.com/BlackSnowSkill/ANIMA_BOOSTER
🌟 Key Features (v1.3.0)
📥 Anima Checkpoint & UNET Loaders: Tailored loaders supporting standalone UNETs and full Checkpoints with built-in bfloat16 auto-detection.
⚡ Safe One-Click torch.compile: Stable JIT compilation toggle boosting speed by 20% to 40%.
🚀 SageAttention: Integrated accelerated 8-bit attention tailored for DiT.
🧠 Adaptive TeaCache: Timestep-aware latent caching that skips redundant calculations, protecting early structural steps.
🎨 BSS Premium UI: Elegant, high-contrast dark-matte interface with clean controls and zero intrusive tooltips.
📂 Quick Installation
1. Open ComfyUI Manager -> Install via Git URL.
2. Paste this URL: https://github.com/BlackSnowSkill/ANIMA_BOOSTER
3. Click Install and restart ComfyUI.
For detailed parameters, portable environment wheels, and manual installation, please refer to the GitHub README
☕ Support & License
Support Development: Support me and get exclusive models on Boosty!
License & Usage: © 2026 blacksnowskill (BSS). All rights reserved. This project is protected by copyright. Copying, distribution, merging, or use on other websites/repositories without explicit written permission is strictly prohibited.

