Instructions to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF",
	filename="qwen2-diffusion-prompter-v01-q4_k_s.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 trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF: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 trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
# Run inference directly in the terminal:
./llama-cli -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF: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 trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
# Run inference directly in the terminal:
./build/bin/llama-cli -hf trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S

Use Docker

docker model run hf.co/trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S

LM Studio
Jan
Ollama
How to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with Ollama:
```
ollama run hf.co/trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
```

Unsloth Studio new

How to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF 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 trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF 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 trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF to start chatting

Docker Model Runner
How to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with Docker Model Runner:
```
docker model run hf.co/trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S
```

Lemonade

How to use trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF:Q4_K_S

Run and chat with the model

lemonade run user.Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF-Q4_K_S

List all available models

lemonade list

Qwen2-0.5B-DiffusionPrompter-v0.1

This repo contains the GGUF quants of Qwen2-0.5B-DiffusionPrompter-v0.1.

A small SD prompt model. Give it a prompt like "a beach ball" and you'll get something like:

A group of children play on a beach, wearing colorful clothing and hats. The sun is setting, casting a warm orange glow over the scene. The air is filled with laughter and screams as they jump and roll around in the sand. A small beach ball floats in the water, adding to the serene ambiance of the scene.

or "painting of a beach ball, WLOP":

beautiful sunset on the ocean in the style of wlop, painting of a beach ball, detailed and intricate details, realistic

Ollama

ollama pull trollek/qwen2-diffusion-prompter:v01-q4_K_S
ollama pull trollek/qwen2-diffusion-prompter:v01-q5_K_S
ollama pull trollek/qwen2-diffusion-prompter:v01-q6_K

Notes and gratitude

Thanks to roborovski for superprompt-v1 and Gustavosta for Stable-Diffusion-Prompts.

I have no idea why the parameter count has grown be 100M parameters.

Downloads last month: 40

GGUF

Model size

0.6B params

Architecture

qwen2

Hardware compatibility

4-bit

5-bit

6-bit

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF

Base model

Qwen/Qwen2-0.5B

Quantized

(36)

this model

trollek
/

Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF

Qwen2-0.5B-DiffusionPrompter-v0.1

Ollama

Notes and gratitude

Model tree for trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF

Datasets used to train trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF

Spaces using trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF 2