mirror of
https://github.com/leejet/stable-diffusion.cpp.git
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9565c7f6bd
* add support for flux2 klein 4b * add support for flux2 klein 8b * use attention_mask in Flux.2 klein LLMEmbedder * update docs
92 lines
4.7 KiB
Markdown
92 lines
4.7 KiB
Markdown
# How to Use
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## Flux.2-dev
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### Download weights
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- Download FLUX.2-dev
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- gguf: https://huggingface.co/city96/FLUX.2-dev-gguf/tree/main
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- Download vae
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-dev/tree/main
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- Download Mistral-Small-3.2-24B-Instruct-2506-GGUF
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- gguf: https://huggingface.co/unsloth/Mistral-Small-3.2-24B-Instruct-2506-GGUF/tree/main
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### Examples
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux2-dev-Q4_K_S.gguf --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M.gguf -r .\kontext_input.png -p "change 'flux.cpp' to 'flux2-dev.cpp'" --cfg-scale 1.0 --sampling-method euler -v --diffusion-fa --offload-to-cpu
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```
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<img alt="flux2 example" src="../assets/flux2/example.png" />
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## Flux.2 klein 4B / Flux.2 klein base 4B
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### Download weights
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- Download FLUX.2-klein-4B
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-klein-4B
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- gguf: https://huggingface.co/leejet/FLUX.2-klein-4B-GGUF/tree/main
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- Download FLUX.2-klein-base-4B
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-klein-base-4B
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- gguf: https://huggingface.co/leejet/FLUX.2-klein-base-4B-GGUF/tree/main
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- Download vae
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-dev/tree/main
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- Download Qwen3 4b
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- safetensors: https://huggingface.co/Comfy-Org/flux2-klein-4B/tree/main/split_files/text_encoders
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- gguf: https://huggingface.co/unsloth/Qwen3-4B-GGUF/tree/main
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### Examples
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-4b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_4b.safetensors -p "a lovely cat" --cfg-scale 1.0 --steps 4 -v --offload-to-cpu --diffusion-fa
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```
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<img alt="flux2-klein-4b" src="../assets/flux2/flux2-klein-4b.png" />
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-4b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_4b.safetensors -r .\kontext_input.png -p "change 'flux.cpp' to 'klein.cpp'" --cfg-scale 1.0 --sampling-method euler -v --diffusion-fa --offload-to-cpu --steps 4
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```
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<img alt="flux2-klein-4b-edit" src="../assets/flux2/flux2-klein-4b-edit.png" />
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-base-4b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_4b.safetensors -p "a lovely cat" --cfg-scale 4.0 --steps 20 -v --offload-to-cpu --diffusion-fa
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```
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<img alt="flux2-klein-base-4b" src="../assets/flux2/flux2-klein-base-4b.png" />
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## Flux.2 klein 9B / Flux.2 klein base 9B
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### Download weights
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- Download FLUX.2-klein-9B
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-klein-9B
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- gguf: https://huggingface.co/leejet/FLUX.2-klein-9B-GGUF/tree/main
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- Download FLUX.2-klein-base-9B
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B
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- gguf: https://huggingface.co/leejet/FLUX.2-klein-base-9B-GGUF/tree/main
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- Download vae
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- safetensors: https://huggingface.co/black-forest-labs/FLUX.2-dev/tree/main
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- Download Qwen3 8B
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- safetensors: https://huggingface.co/Comfy-Org/flux2-klein-9B/tree/main/split_files/text_encoders
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- gguf: https://huggingface.co/unsloth/Qwen3-8B-GGUF/tree/main
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### Examples
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-9b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_8b.safetensors -p "a lovely cat" --cfg-scale 1.0 --steps 4 -v --offload-to-cpu --diffusion-fa
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```
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<img alt="flux2-klein-9b" src="../assets/flux2/flux2-klein-9b.png" />
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-9b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_8b.safetensors -r .\kontext_input.png -p "change 'flux.cpp' to 'klein.cpp'" --cfg-scale 1.0 --sampling-method euler -v --diffusion-fa --offload-to-cpu --steps 4
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```
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<img alt="flux2-klein-9b-edit" src="../assets/flux2/flux2-klein-9b-edit.png" />
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```
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.\bin\Release\sd-cli.exe --diffusion-model ..\..\ComfyUI\models\diffusion_models\flux-2-klein-base-9b.safetensors --vae ..\..\ComfyUI\models\vae\flux2_ae.safetensors --llm ..\..\ComfyUI\models\text_encoders\qwen_3_8b.safetensors -p "a lovely cat" --cfg-scale 4.0 --steps 20 -v --offload-to-cpu --diffusion-fa
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```
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<img alt="flux2-klein-base-9b" src="../assets/flux2/flux2-klein-base-9b.png" /> |