50 lines
4.2 KiB
Markdown
50 lines
4.2 KiB
Markdown
## TT FLUX Models Loader (Advanced) *TT_FluxModelsLoaderAdvancedNode*
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*This description was generated with AI assistance. If you spot any errors, please create an issue on GitHub.*
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Extended FLUX pipeline loader with sampling shift control, up to 4 LoRA slots, and advanced device/dtype configuration.
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### Inputs
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| Parameter | Type | Required | Description |
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|---------------------|---------|----------|--------------------------------------------------------------------------------------------------|
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| `diffusion_model` | COMBO | Yes | FLUX diffusion model checkpoint file |
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| `apply_sampling` | BOOLEAN | Yes | Enable resolution-based sampling shift ("Flux Shift" / "No Shift", default: enabled) |
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| `base_sampling_shift` | FLOAT | Yes | Base shift value for sampling schedule (0.0–100.0, default: 0.5) *(advanced)* |
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| `max_sampling_shift` | FLOAT | Yes | Maximum shift value for sampling schedule (0.0–100.0, default: 1.15) *(advanced)* |
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| `sampling_width` | INT | Yes | Reference width for shift calculation (16–MAX, step: 8, default: 1024) *(advanced)* |
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| `sampling_height` | INT | Yes | Reference height for shift calculation (16–MAX, step: 8, default: 1024) *(advanced)* |
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| `clip_l` | COMBO | Yes | CLIP-L text encoder file |
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| `t5xxl` | COMBO | Yes | T5-XXL text encoder file |
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| `clip_device` | COMBO | Yes | Device for CLIP/T5 inference (default: "default") *(advanced)* |
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| `lora_name_1` | COMBO | Yes | LoRA file for slot 1 |
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| `strength_1` | FLOAT | Yes | Strength for LoRA slot 1 (-10.0–10.0, default: 1.0) |
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| `lora_name_2` | COMBO | Yes | LoRA file for slot 2 |
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| `strength_2` | FLOAT | Yes | Strength for LoRA slot 2 (-10.0–10.0, default: 1.0) |
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| `lora_name_3` | COMBO | Yes | LoRA file for slot 3 |
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| `strength_3` | FLOAT | Yes | Strength for LoRA slot 3 (-10.0–10.0, default: 1.0) |
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| `lora_name_4` | COMBO | Yes | LoRA file for slot 4 |
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| `strength_4` | FLOAT | Yes | Strength for LoRA slot 4 (-10.0–10.0, default: 1.0) |
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| `vae_name` | COMBO | Yes | VAE model file for image encoding/decoding |
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| `vae_device` | COMBO | Yes | Device for VAE inference (default: "default") *(advanced)* |
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| `vae_dtype` | COMBO | Yes | Data type for VAE computation *(advanced)* |
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### Outputs
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| Parameter | Type | Description |
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|-----------|-------|----------------------------------|
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| `MODEL` | MODEL | Loaded FLUX diffusion model |
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| `CLIP` | CLIP | Loaded CLIP+T5 text encoder |
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| `VAE` | VAE | Loaded VAE |
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### Usage
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Advanced version of the FLUX pipeline loader with full control over all loading parameters. Supports up to
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4 simultaneous LoRAs applied at load time. Enable "Flux Shift" to apply resolution-aware sampling shift —
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adjust `base_sampling_shift`, `max_sampling_shift`, and the reference resolution to tune the shift curve.
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Use advanced device/dtype options to offload components to specific devices or reduce memory usage.
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---
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[View on GitHub](https://github.com/tenser-tensor/ComfyUI-TenserTensor)
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