Instructions to use xocialize/object-remove-FLUX.2-klein-4B-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use xocialize/object-remove-FLUX.2-klein-4B-lora with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-4B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("xocialize/object-remove-FLUX.2-klein-4B-lora") prompt = "Remove the highlighted object from the scene" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
| license: apache-2.0 | |
| base_model: black-forest-labs/FLUX.2-klein-4B | |
| tags: | |
| - lora | |
| - flux.2 | |
| - flux2-klein | |
| - object-removal | |
| - inpainting | |
| - image-editing | |
| - image-to-image | |
| - mirror | |
| library_name: diffusers | |
| pipeline_tag: image-to-image | |
| instance_prompt: Remove the highlighted object from the scene | |
| # Flux Object Removal — FLUX.2-klein-4B LoRA (mirror) | |
| A rank-16 edit LoRA for **FLUX.2-klein-4B** that removes a **highlighted** object from an | |
| image and fills the region with contextually appropriate content (inpainting-style removal). | |
| > **This is a verbatim mirror, not original work.** All credit belongs to the original | |
| > author, **fal** (fal.ai). This repository exists so downstream code can depend on a stable, | |
| > long-lived URL; the file is byte-for-byte identical to the source (verify the SHA-256 below). | |
| ## Attribution & source | |
| - **Original author:** **fal** (fal.ai) | |
| - **Source:** https://huggingface.co/fal/flux-2-klein-4B-object-remove-lora | |
| - **Live demo (author):** https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora | |
| - **License:** **Apache-2.0**, as published by fal on the source repository. Mirrored here | |
| under those terms with attribution retained (see `NOTICE`). If you are the author and want | |
| this mirror changed or removed, open a discussion and it will be actioned promptly. | |
| ## Provenance (verify the mirror) | |
| | | | | |
| |---|---| | |
| | File | `flux-object-remove-lora.safetensors` | | |
| | Size | 58,441,728 bytes (~58 MB) | | |
| | SHA-256 | `70CEEA34A8BCD6E7D0249BA26BB59A3CD8B8C38745FAB65A3EB112A5C13E3C69` | | |
| | Tensors | 136 (f32) | | |
| | Rank | 16 | | |
| | Base model | `black-forest-labs/FLUX.2-klein-4B` | | |
| | Key dialect | BFL-fused with PEFT `base_model.model.` prefix | | |
| The source repo also ships a ComfyUI-converted variant | |
| (`..._comfy_converted.safetensors`, `diffusion_model.` prefix); this mirror carries the | |
| canonical diffusers/PEFT file. Both map to the same 40 double + 40 single (80) targets. | |
| ## Usage | |
| - **Base:** FLUX.2-klein-4B (image edit). Mark/highlight the object to remove in the input. | |
| - **Prompt:** `Remove the highlighted object from the scene` | |
| - **Strength (scale):** ~1.1 (per the author's fal.ai SDK example). | |
| ## Disclaimer | |
| Mirrored in good faith based on fal's Apache-2.0 release. No affiliation with or endorsement | |
| by fal is implied. | |