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

Libraries

How to use StableDiffusionVN/Flux with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="StableDiffusionVN/Flux",
	filename="Clip/t5-v1_1-xxl-encoder-Q4_K_S.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use StableDiffusionVN/Flux with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf StableDiffusionVN/Flux:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf StableDiffusionVN/Flux:Q4_K_S

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf StableDiffusionVN/Flux:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf StableDiffusionVN/Flux:Q4_K_S

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 StableDiffusionVN/Flux:Q4_K_S
# Run inference directly in the terminal:
./llama-cli -hf StableDiffusionVN/Flux:Q4_K_S

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 StableDiffusionVN/Flux:Q4_K_S
# Run inference directly in the terminal:
./build/bin/llama-cli -hf StableDiffusionVN/Flux:Q4_K_S

Use Docker

docker model run hf.co/StableDiffusionVN/Flux:Q4_K_S

LM Studio
Jan
Ollama
How to use StableDiffusionVN/Flux with Ollama:
```
ollama run hf.co/StableDiffusionVN/Flux:Q4_K_S
```

Unsloth Studio new

How to use StableDiffusionVN/Flux 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 StableDiffusionVN/Flux 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 StableDiffusionVN/Flux to start chatting

Using HuggingFace Spaces for Unsloth

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

Docker Model Runner
How to use StableDiffusionVN/Flux with Docker Model Runner:
```
docker model run hf.co/StableDiffusionVN/Flux:Q4_K_S
```

Lemonade

How to use StableDiffusionVN/Flux with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull StableDiffusionVN/Flux:Q4_K_S

Run and chat with the model

lemonade run user.Flux-Q4_K_S

List all available models

lemonade list

phamhungd commited on Aug 25, 2024

Commit

5f280e3

verified ·

1 Parent(s): 92b6590

Update README.md

Browse files

Files changed (1) hide show

README.md +6 -0

README.md CHANGED Viewed

@@ -14,8 +14,14 @@ pipeline_tag: text-to-image
 *Colab Training Lora:*
 [![](https://img.shields.io/badge/Colab-SDVN%20Training%20Flux-orange)](https://bit.ly/3MeF8Tg)
 *Workflow:*
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_text-img.png)
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_img-img.png)
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_inpaint.png)
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_schnell_text-img.png)
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_text-img_upscale.png)

 *Colab Training Lora:*
 [![](https://img.shields.io/badge/Colab-SDVN%20Training%20Flux-orange)](https://bit.ly/3MeF8Tg)
 *Workflow:*
+`=> Text-img`
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_text-img.png)
+`=> Img-img`
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_img-img.png)
+`=> Inpaint`
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_inpaint.png)
+`=> Schnell Text-img`
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_schnell_text-img.png)
+`=> Schnell Text-img-upscale`
 ![](https://huggingface.co/phamhungd/Flux/resolve/main/ComfyUI_workflow/Flux_text-img_upscale.png)