FLUX_2_Klein_Multi_LoRA_infer – 6 MCP servers offer this tool
What it usually takes
custom_prompt_text– in 6 of 6guidance_scale– in 6 of 6lora_prompt_text– in 6 of 6prompt– in 6 of 6randomize_seed– in 6 of 6seed– in 6 of 6selected_titles– in 6 of 6steps– in 6 of 6upscale_factor– in 6 of 6base_image– in 5 of 6batch_count– in 5 of 6batch_vary– in 5 of 6
No server marks it as only reading: treat it as able to change data.
From each publisher's own tool list. We never call a tool.
Servers
| Server | Inputs | Read-only? |
|---|---|---|
FLUX.2 Klein multi-LoRA co.huggingface.hittler-ai/flux.2-klein-multi-lora Generator. 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 tool | base_image,batch_count,batch_vary,canvas_fit_mode,canvas_mode,custom_height,custom_prompt_text,custom_width,guidance_scale,lora_prompt_text,pad_color,param_21,param_22,param_23,param_24,param_25,param_26,prompt,randomize_seed,reference_images,seed,selected_titles,steps,sweep_max,sweep_min,upscale_factor | Not stated |
FLUX.2 Klein multi-LoRA co.huggingface.cirujanoretro/flux.2-klein-multi-lora Generator. 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 tool | base_image,batch_count,batch_vary,canvas_fit_mode,canvas_mode,custom_height,custom_prompt_text,custom_width,guidance_scale,lora_prompt_text,pad_color,param_21,param_22,param_23,param_24,param_25,param_26,prompt,randomize_seed,reference_images,seed,selected_titles,steps,sweep_max,sweep_min,upscale_factor | Not stated |
FLUX.2 Klein multi-LoRA co.huggingface.yayite/flux.2-klein-multi-lora Generator. 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 tool | base_image,batch_count,batch_vary,canvas_fit_mode,canvas_mode,custom_height,custom_prompt_text,custom_width,guidance_scale,lora_prompt_text,pad_color,param_21,param_22,param_23,param_24,param_25,param_26,prompt,randomize_seed,reference_images,seed,selected_titles,steps,sweep_max,sweep_min,upscale_factor | Not stated |
FLUX.2 Klein multi-LoRA co.huggingface.masterp3000/flux.2-klein-multi-lora 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 | custom_prompt_text,guidance_scale,input_images,lora_prompt_text,param_10,param_11,param_12,param_13,param_14,param_15,prompt,randomize_seed,seed,selected_titles,steps,upscale_factor | Not stated |
FLUX.2 Klein multi-LoRA co.huggingface.gcc9/flux.2-klein-multi-lora Generator. 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 tool | base_image,batch_count,batch_vary,canvas_fit_mode,canvas_mode,custom_height,custom_prompt_text,custom_width,guidance_scale,lora_prompt_text,pad_color,param_21,param_22,param_23,param_24,param_25,param_26,prompt,randomize_seed,reference_images,seed,selected_titles,steps,sweep_max,sweep_min,upscale_factor | Not stated |
FLUX.2 Klein multi-LoRA co.huggingface.talkhan/flux.2-klein-multi-lora Generator. 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 tool | base_image,batch_count,batch_vary,canvas_fit_mode,canvas_mode,custom_height,custom_prompt_text,custom_width,guidance_scale,lora_prompt_text,pad_color,param_21,param_22,param_23,param_24,param_25,param_26,prompt,randomize_seed,reference_images,seed,selected_titles,steps,sweep_max,sweep_min,upscale_factor | Not stated |
Offered beside it
flux_2_klein_multi_lora_add_custom_lora6flux_2_klein_multi_lora_add_custom_prompt6flux_2_klein_multi_lora_delete_custom_prompt6flux_2_klein_multi_lora_update_custom_prompt_display6flux_2_klein_multi_lora_update_weight_sliders6flux_2_klein_multi_lora__lambda_5flux_2_klein_multi_lora__lambda__15flux_2_klein_multi_lora__lambda__25flux_2_klein_multi_lora__lambda__35flux_2_klein_multi_lora__lambda__45