Anima soft-token loader. Splices per-layer x per-t learned soft tokens into the crossattn embedding inside the first n_layers DiT blocks via forward pre-hooks…

Anima loader nodes for ComfyUI. AnimaAdapterLoader auto-detects LoRA, HydraLoRA multi-head with live σ-conditional and FeRA-style FEI-conditional routing, ChimeraHydra dual-pool routing (per-Linear content router + network-level FreqRouter on FEI+σ), and LoReFT residual-stream edits. AnimaFeraLoader handles FeRA (Yin et al., arXiv:2511.17979) — both the author-faithful networks.methods.fera format and the plan2 stacked_experts_global_fei format with global router on the latent's spectral energy + independent stacked experts per Linear. AnimaSoftTokensLoader handles SoftREPA-parameterization soft tokens (Lee et al., arXiv:2503.08250) — per-layer × per-timestep-bucket learned tokens spliced into the crossattn embedding inside the first n_layers DiT blocks. Three single-purpose nodes; chain via the MODEL socket.

Anima Adapter Loader

model

soft_tokens

strength

Anima soft-token loader. Splices per-layer x per-t learned soft tokens into the crossattn embedding inside the first n_layers DiT blocks via forward pre-hooks. Applies to both CFG branches. Chain after an adapter loader when a workflow needs both.

Name	Type	Default	Description
model	MODEL		—
soft_tokens	COMBO		Soft-token file (tokens + t_offsets.weight keys, from `make exp-soft-tokens`).
strength	FLOAT	1.000–2	Strength multiplier for the spliced soft tokens.

Anima Soft Tokens Loader

Inputs (3)

Outputs (1)