FLUX.2 Klein multi-LoRA
by talkhanco.huggingface.talkhan/flux.2-klein-multi-lora
- Remote endpoint
- 57 tools
- APACHE-2.0
Tools
FLUX_2_Klein_Multi_LoRA__lambda_FLUX_2_Klein_Multi_LoRA__lambda__1FLUX_2_Klein_Multi_LoRA__lambda__2FLUX_2_Klein_Multi_LoRA__lambda__3FLUX_2_Klein_Multi_LoRA__lambda__4If 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 toolFLUX_2_Klein_Multi_LoRA__lambda__5FLUX_2_Klein_Multi_LoRA__lambda__6FLUX_2_Klein_Multi_LoRA__lambda__7FLUX_2_Klein_Multi_LoRA__lambda__8FLUX_2_Klein_Multi_LoRA__on_active_changeFLUX_2_Klein_Multi_LoRA__on_active_change_1FLUX_2_Klein_Multi_LoRA__on_clear_allFLUX_2_Klein_Multi_LoRA__on_detect_poseIf 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 toolFLUX_2_Klein_Multi_LoRA__on_detect_pose_1If 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 toolFLUX_2_Klein_Multi_LoRA__on_hide_activeFLUX_2_Klein_Multi_LoRA__on_insert_blankIf 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 toolFLUX_2_Klein_Multi_LoRA__on_overlay_clickFLUX_2_Klein_Multi_LoRA__update_extend_previewIf 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_1If 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_2If 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_3If 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_4If 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_5If 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 toolFLUX_2_Klein_Multi_LoRA__update_extend_preview_6If 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 toolFLUX_2_Klein_Multi_LoRA_add_custom_loraAdds a custom LoRA to *this session's* state only — other users never see it in their selector. The adapter_name attached to the shared pipe is still made globally unique (via a short random suffix) since the pipe object itself is one shared resource across all sessions.FLUX_2_Klein_Multi_LoRA_add_custom_promptFLUX_2_Klein_Multi_LoRA_bulk_inferProcess each uploaded image as its own GPU call, streaming results into the bulk output gallery as soon as they complete. Outputs and a CSV manifest are written to /tmp/bulk_<sid>/ with stable filenames, so a ZeroGPU quota wall mid-run still leaves earlier outputs grabbable from the gallery and from disk. Logging: each image is logged individually via _spawn_log on success or failure — same code path as single/batch, so bulk shows up in the dataset with the same schema, just with extra bulk_index / bulk_total fields embedded in the PNG metadata. 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 toolFLUX_2_Klein_Multi_LoRA_delete_custom_promptFLUX_2_Klein_Multi_LoRA_extend_editor_canvasTake the current editor composite, extend it, and return the result so it can be loaded straight back into the same ImageEditor. Any crop marks the user had placed are baked in before extending (that's what `_editor_composite` already does). 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 toolFLUX_2_Klein_Multi_LoRA_generate_depthmapIf 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 toolFLUX_2_Klein_Multi_LoRA_inferGenerator. Streams a list of PNG paths into the output gallery, one result at a time. Each iteration is its own @spaces.GPU call, so a ZeroGPU quota wall mid-batch only loses the in-progress item — earlier PNGs are already saved to disk and surfaced in the gallery. 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 toolFLUX_2_Klein_Multi_LoRA_load_heic_to_editorIf 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 toolFLUX_2_Klein_Multi_LoRA_on_base_image_changeIf 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 toolFLUX_2_Klein_Multi_LoRA_on_base_image_change_1If 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 toolFLUX_2_Klein_Multi_LoRA_on_base_image_change_2If 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 toolFLUX_2_Klein_Multi_LoRA_on_base_image_change_3If 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 toolFLUX_2_Klein_Multi_LoRA_on_base_image_change_4If 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 toolFLUX_2_Klein_Multi_LoRA_on_batch_vary_changeSweep range only relevant for the LoRA sweep mode.FLUX_2_Klein_Multi_LoRA_on_canvas_mode_changeCustom W/H sliders only relevant when mode == Custom.FLUX_2_Klein_Multi_LoRA_on_fit_mode_changePad colour swatch only relevant for Pad (color).FLUX_2_Klein_Multi_LoRA_on_gallery_selectRemember which gallery item is selected so Send→* uses it. 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 toolFLUX_2_Klein_Multi_LoRA_on_reference_changeIf 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 toolFLUX_2_Klein_Multi_LoRA_on_reference_change_1If 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 toolFLUX_2_Klein_Multi_LoRA_on_reference_change_2If 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 toolFLUX_2_Klein_Multi_LoRA_on_reference_change_3If 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 toolFLUX_2_Klein_Multi_LoRA_on_reference_change_4If 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 toolFLUX_2_Klein_Multi_LoRA_push_pil_to_baseIf 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 toolFLUX_2_Klein_Multi_LoRA_push_pil_to_base_1If 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 toolFLUX_2_Klein_Multi_LoRA_push_pil_to_referenceIf 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 toolFLUX_2_Klein_Multi_LoRA_push_pil_to_reference_1If 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 toolFLUX_2_Klein_Multi_LoRA_reencode_uploadIf 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 toolFLUX_2_Klein_Multi_LoRA_send_editor_to_baseIf 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 toolFLUX_2_Klein_Multi_LoRA_send_editor_to_referenceIf 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 toolFLUX_2_Klein_Multi_LoRA_send_output_to_baseIf 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 toolFLUX_2_Klein_Multi_LoRA_send_output_to_referenceIf 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 toolFLUX_2_Klein_Multi_LoRA_update_custom_prompt_displayFLUX_2_Klein_Multi_LoRA_update_weight_slidersGiven 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.