Instructions to use AgentAnon/Flux2Klein9B_SNOFS with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use AgentAnon/Flux2Klein9B_SNOFS with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="AgentAnon/Flux2Klein9B_SNOFS",
	filename="abliteraed-text-encoder-flux2-klein-9b-uncensored-f16.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use AgentAnon/Flux2Klein9B_SNOFS with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16
# Run inference directly in the terminal:
llama-cli -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16
# Run inference directly in the terminal:
llama-cli -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16
# Run inference directly in the terminal:
./llama-cli -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Use Docker

docker model run hf.co/AgentAnon/Flux2Klein9B_SNOFS:F16

LM Studio
Jan
Ollama
How to use AgentAnon/Flux2Klein9B_SNOFS with Ollama:
```
ollama run hf.co/AgentAnon/Flux2Klein9B_SNOFS:F16
```

Unsloth Studio new

How to use AgentAnon/Flux2Klein9B_SNOFS with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for AgentAnon/Flux2Klein9B_SNOFS to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for AgentAnon/Flux2Klein9B_SNOFS to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for AgentAnon/Flux2Klein9B_SNOFS to start chatting

Pi new

How to use AgentAnon/Flux2Klein9B_SNOFS with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "AgentAnon/Flux2Klein9B_SNOFS:F16"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use AgentAnon/Flux2Klein9B_SNOFS with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf AgentAnon/Flux2Klein9B_SNOFS:F16

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default AgentAnon/Flux2Klein9B_SNOFS:F16

Run Hermes

hermes

Docker Model Runner
How to use AgentAnon/Flux2Klein9B_SNOFS with Docker Model Runner:
```
docker model run hf.co/AgentAnon/Flux2Klein9B_SNOFS:F16
```

Lemonade

How to use AgentAnon/Flux2Klein9B_SNOFS with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull AgentAnon/Flux2Klein9B_SNOFS:F16

Run and chat with the model

lemonade run user.Flux2Klein9B_SNOFS-F16

List all available models

lemonade list

AgentAnon commited on 16 days ago

Commit

10e27a6

verified ·

1 Parent(s): e767fa2

Upload 3 files

Browse files

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image_flux2_klein_image_edit_9b_base.json +0 -0
image_flux2_klein_image_edit_9b_distilled.json +0 -0
image_flux2_text_to_image_9b.json +2763 -0

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+        "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model links (for local users)\n\n**diffusion_models**\n\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\n- [flux-2-klein-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8)\n\n> Please visit BFL's repo, accept the agreement in the repo, and then download the models.\n\n**text_encoders**\n\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\n\n**vae**\n\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\n\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 diffusion_models/\n│   │      ├── flux-2-klein-9b-fp8.safetensors\n│   │      └── flux-2-klein-base-9b-fp8.safetensors\n│   ├── 📂 text_encoders/\n│   │      └── qwen_3_8b_fp8mixed.safetensors\n│   └── 📂 vae/\n│          └── flux2-vae.safetensors\n```\n## Report issue\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud will be updated after the stable release; nightly-supported models may not be included yet, please wait for the next stable release.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n\n"
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