FLUX.2 Klein multi-LoRA

Tools

• FLUX_2_Klein_Multi_LoRA_add_custom_lora
• FLUX_2_Klein_Multi_LoRA_add_custom_prompt All state is passed in and returned — never touches module-level globals. Each user session gets its own isolated copy via gr.State.
• FLUX_2_Klein_Multi_LoRA_delete_custom_prompt
• FLUX_2_Klein_Multi_LoRA_infer CPU-side wrapper — handles pre/post processing and logging. The actual GPU work is delegated to _infer_gpu so that the _spawn_log daemon thread survives after the @spaces.GPU subprocess exits. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
• FLUX_2_Klein_Multi_LoRA_on_gallery_change Update image count info and size display when gallery changes. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
• FLUX_2_Klein_Multi_LoRA_update_custom_prompt_display
• FLUX_2_Klein_Multi_LoRA_update_weight_sliders Given a list of selected LoRA titles, return updated visibility/label/value for each of the MAX_LORA_SLOTS pre-rendered sliders, plus an update for the LoRA prompt display box (visible when any selected LoRA has a default prompt). The user's own prompt is never touched here — LoRA prompts are shown separately and appended at inference time.

No tool matches.

As the server's own listing gives them. We never call a tool.