Instructions to use TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- BiRefNet
How to use TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME with BiRefNet:
# Option 1: use with transformers from transformers import AutoModelForImageSegmentation birefnet = AutoModelForImageSegmentation.from_pretrained("TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME", trust_remote_code=True)# Option 2: use with BiRefNet # Install from https://github.com/ZhengPeng7/BiRefNet from models.birefnet import BiRefNet model = BiRefNet.from_pretrained("TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME") - Notebooks
- Google Colab
- Kaggle
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Download README.md from TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME: direct link, hf CLI and curl.
- Browser
- Download file 2.37 kB
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https://huggingface.co/TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME/resolve/main/README.md
- Command line
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hf download hf://TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME/README.md
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curl -L -o README.md https://huggingface.co/TurboGhoster/FLUX2-KLEIN-4B-BIREFNET-RUNTIME/resolve/main/README.md
2.37 kB
| license: apache-2.0 | |
| tags: | |
| - comfyui | |
| - flux2 | |
| - ghoststack | |
| - birefnet | |
| # FLUX2-KLEIN-4B-BIREFNET-RUNTIME | |
| Public deployment bundle for the GhostStack WF-02 isolation runtime. This | |
| repository contains unchanged upstream model component files. GhostStack did | |
| not train, merge, convert, quantize, fine-tune, or otherwise modify these | |
| weights and does not claim ownership of them. Each component retains its | |
| upstream license; see `LICENSE` and `NOTICE`. | |
| ## Components | |
| | Role | Relative path | Upstream repository | Frozen upstream revision | SHA-256 | Bytes | License | | |
| |---|---|---|---|---|---:|---| | |
| | Diffusion model | `diffusion_models/flux-2-klein-4b-fp8.safetensors` | [black-forest-labs/FLUX.2-klein-4b-fp8](https://huggingface.co/black-forest-labs/FLUX.2-klein-4b-fp8) | `c30fa39e0d916333415ae96c66169d8cfdca3e63` | `97ed34fe0567e436200f2faee3939b88f2b5d99f8af2a4dc16532c4245c0ccb6` | 4070624520 | Apache-2.0 | | |
| | Text encoder | `text_encoders/qwen_3_4b.safetensors` | [Comfy-Org/vae-text-encorder-for-flux-klein-4b](https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-4b) | `8556e4d870cda7c53c7942b190bfeea5be9bd411` | `6c671498573ac2f7a5501502ccce8d2b08ea6ca2f661c458e708f36b36edfc5a` | 8044982048 | Apache-2.0 | | |
| | VAE | `vae/flux2-vae.safetensors` | [Comfy-Org/vae-text-encorder-for-flux-klein-4b](https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-4b) | `a9e4ca87c16db4c4e1a16406a9ddb300ab0ae246` | `868fe7b343ccf8f3a19dbcfcafbc3d5f888802be3f89bd81b65b3621a066ce8f3` | 336211292 | Apache-2.0 | | |
| | Background removal | `background_removal/birefnet.safetensors` | [Comfy-Org/BiRefNet](https://huggingface.co/Comfy-Org/BiRefNet) | `5a1bd8ae750548f8cd42e3c8afa854fd3eba0fb1` | `9ab37426bf4de0567af6b5d21b16151357149139362e6e8992021b8ce356a154` | 444473596 | MIT | | |
| The repository layout preserves the canonical ComfyUI model folders. The | |
| bundle contains exactly these four model files and no other model weights. | |
| ## License and attribution | |
| The three FLUX.2 Klein runtime components are supplied under Apache-2.0. The | |
| BiRefNet component is supplied under MIT. The complete Apache-2.0 text is in | |
| `LICENSE`; the complete MIT text and third-party attribution are in `NOTICE`. | |
| Retain both files and the notices when redistributing this bundle. Consult the | |
| linked upstream model pages for their model cards and additional terms. | |