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