- Libraries
- Diffusers
How to use totoku/apex-models with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("totoku/apex-models", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use totoku/apex-models with 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 totoku/apex-models:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf totoku/apex-models:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf totoku/apex-models:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf totoku/apex-models:Q4_K_M
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 totoku/apex-models:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf totoku/apex-models:Q4_K_M
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 totoku/apex-models:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf totoku/apex-models:Q4_K_M
Use Docker
docker model run hf.co/totoku/apex-models:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use totoku/apex-models with Ollama:
ollama run hf.co/totoku/apex-models:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use totoku/apex-models with Docker Model Runner:
docker model run hf.co/totoku/apex-models:Q4_K_M
- Lemonade
How to use totoku/apex-models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/
lemonade pull totoku/apex-models:Q4_K_M
Run and chat with the model
lemonade run user.apex-models-Q4_K_M
List all available models
lemonade list
- Atomic Chat
