Text-to-Image
GGUF
gguf-node
gguf-connector
How to use from
llama.cpp
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf calcuis/lumina-gguf:
# Run inference directly in the terminal:
llama cli -hf calcuis/lumina-gguf:
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf calcuis/lumina-gguf:
# Run inference directly in the terminal:
llama cli -hf calcuis/lumina-gguf:
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 calcuis/lumina-gguf:
# Run inference directly in the terminal:
./llama-cli -hf calcuis/lumina-gguf:
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 calcuis/lumina-gguf:
# Run inference directly in the terminal:
./build/bin/llama-cli -hf calcuis/lumina-gguf:
Use Docker
docker model run hf.co/calcuis/lumina-gguf:
Quick Links

gguf quantized version of lumina

  • run it straight with gguf-connector
ggc l2

GGUF file(s) available. Select which one to use:

  1. lumina2-q2_k.gguf
  2. lumina2-q4_0.gguf
  3. lumina2-q8_0.gguf

Enter your choice (1 to 3): _

  • opt a gguf file in your current directory to interact with; nothing else
  • you will get the image output in few seconds even with the beginner level gpu

screenshot

run it with gguf-node via comfyui

  • drag lumina2 (opt anyone you like) to > ./ComfyUI/models/diffusion_models
  • drag gemma2-2b [2.32GB] and tokenizer [4.24MB] to > ./ComfyUI/models/text_encoders
  • drag pig [168MB] to > ./ComfyUI/models/vae

screenshot

Prompt
You are an assistant designed to generate superior images with the superior degree of image-text alignment based on textual prompts or user prompts. <Prompt Start> a cute anime girl with massive fennec ears mouth open and a big fluffy tail long blonde hair and blue eyes wearing a maid outfit with a long black dress and a large purple liquid stained white apron and white gloves and black leggings sitting on a large cushion in the middle of a kitchen in a dark victorian mansion with a stained glass window drinking a glass with a galaxy inside
Negative Prompt
blurry ugly bad
Prompt
You are an assistant designed to generate superior images with the superior degree of image-text alignment based on textual prompts or user prompts. <Prompt Start> a cute anime girl with massive fennec ears mouth open and a big fluffy tail long blonde hair and blue eyes wearing a maid outfit with a long black dress and a large purple liquid stained white apron and white gloves and black leggings sitting on a large cushion in the middle of a kitchen in a dark victorian mansion with a stained glass window drinking a glass with a galaxy inside
Negative Prompt
blurry ugly bad
Prompt
You are an assistant designed to generate superior images with the superior degree of image-text alignment based on textual prompts or user prompts. <Prompt Start> a cute anime girl with massive fennec ears mouth open and a big fluffy tail long blonde hair and blue eyes wearing a maid outfit with a long black dress and a large purple liquid stained white apron and white gloves and black leggings sitting on a large cushion in the middle of a kitchen in a dark victorian mansion with a stained glass window drinking a glass with a galaxy inside
Negative Prompt
blurry ugly bad

reference

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Architecture
gemma2
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Inference Examples
Examples
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