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
File size: 2,886 Bytes
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This public deployment bundle contains unchanged model component files from
the upstream repositories and revisions below. GhostStack did not train or
modify these files and does not claim ownership of the upstream weights.
1. Diffusion model
File: diffusion_models/flux-2-klein-4b-fp8.safetensors
Source: Black Forest Labs, black-forest-labs/FLUX.2-klein-4b-fp8
Revision: c30fa39e0d916333415ae96c66169d8cfdca3e63
License: Apache-2.0
SHA-256: 97ed34fe0567e436200f2faee3939b88f2b5d99f8af2a4dc16532c4245c0ccb6
Bytes: 4070624520
2. Text encoder
File: text_encoders/qwen_3_4b.safetensors
Source: Comfy-Org/vae-text-encorder-for-flux-klein-4b
Revision: 8556e4d870cda7c53c7942b190bfeea5be9bd411
License: Apache-2.0
SHA-256: 6c671498573ac2f7a5501502ccce8d2b08ea6ca2f661c458e708f36b36edfc5a
Bytes: 8044982048
Original model family: Qwen3-4B by Alibaba Cloud; Apache-2.0.
3. VAE
File: vae/flux2-vae.safetensors
Source: Comfy-Org/vae-text-encorder-for-flux-klein-4b
Revision: a9e4ca87c16db4c4e1a16406a9ddb300ab0ae246
License: Apache-2.0
SHA-256: 868fe7b343ccf8f3a19dbcfcafbc3d5f888802be3f89bd81b65b3621a066ce8f3
Bytes: 336211292
4. Background removal
File: background_removal/birefnet.safetensors
Source: Comfy-Org/BiRefNet
Revision: 5a1bd8ae750548f8cd42e3c8afa854fd3eba0fb1
Source model path: background_removal/birefnet.safetensors
Original model repository: ZhengPeng7/BiRefNet
License: MIT
SHA-256: 9ab37426bf4de0567af6b5d21b16151357149139362e6e8992021b8ce356a154
Bytes: 444473596
The Comfy-Org/BiRefNet model card at the frozen revision declares MIT
licensing and identifies the original BiRefNet repository. The MIT license
text below is the authoritative upstream text from ZhengPeng7/BiRefNet.
MIT License
Copyright (c) 2024 ZhengPeng
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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