Add Save/Load Latent (Absolute Path) nodes from Comfyui-save-latent
Consolidates SaveLatentAbsolute and LoadLatentAbsolute into this project as latent_node.py. Saves and loads LATENT data to absolute file paths in safetensors format, preserving device info and non-tensor metadata. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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README.md
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README.md
@@ -282,6 +282,49 @@ Saves a WanVideo diffusion model (with merged LoRAs) as a `.safetensors` file. F
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- Clones all tensors before saving to handle shared/aliased weights safely.
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- Automatically avoids overwriting existing files by appending `_1`, `_2`, etc.
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---
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## Node: Save Latent (Absolute Path)
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Saves a LATENT to an absolute file path as `.latent` (safetensors format). Found under the **latent** category.
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### Inputs
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| Input | Type | Default | Description |
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|---|---|---|---|
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| `samples` | LATENT | — | Latent samples to save. |
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| `path` | STRING | `/path/to/latent.latent` | Absolute file path. `.latent` extension is appended if missing. |
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| `overwrite` | BOOLEAN | `False` | If false, appends `_1`, `_2`, etc. to avoid overwriting. |
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### Outputs
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| Output | Description |
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|---|---|
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| `LATENT` | Pass-through of the input samples (for chaining). |
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### Behavior
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- Saves all tensor data via safetensors, with device info and non-tensor metadata stored in the file header.
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- Creates parent directories automatically.
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---
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## Node: Load Latent (Absolute Path)
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Loads a LATENT from an absolute file path. Found under the **latent** category.
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### Inputs
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| Input | Type | Default | Description |
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|---|---|---|---|
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| `path` | STRING | `/path/to/latent.latent` | Absolute path to a `.latent` file previously saved by Save Latent. |
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### Outputs
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| Output | Description |
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|---|---|
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| `LATENT` | Restored latent samples with original devices and non-tensor data. |
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## Dependencies
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PyTorch and safetensors, both bundled with ComfyUI.
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