Instructions to use Yingyaeliae/grok-oss-Apollyon-24B-heretic with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use Yingyaeliae/grok-oss-Apollyon-24B-heretic 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 Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Yingyaeliae/grok-oss-Apollyon-24B-heretic: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 Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Yingyaeliae/grok-oss-Apollyon-24B-heretic: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 Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M

Use Docker

docker model run hf.co/Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M

LM Studio
Jan
Ollama
How to use Yingyaeliae/grok-oss-Apollyon-24B-heretic with Ollama:
```
ollama run hf.co/Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
```

Unsloth Studio

How to use Yingyaeliae/grok-oss-Apollyon-24B-heretic 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 Yingyaeliae/grok-oss-Apollyon-24B-heretic 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 Yingyaeliae/grok-oss-Apollyon-24B-heretic to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Yingyaeliae/grok-oss-Apollyon-24B-heretic to start chatting

Docker Model Runner
How to use Yingyaeliae/grok-oss-Apollyon-24B-heretic with Docker Model Runner:
```
docker model run hf.co/Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M
```

Lemonade

How to use Yingyaeliae/grok-oss-Apollyon-24B-heretic with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Yingyaeliae/grok-oss-Apollyon-24B-heretic:Q4_K_M

Run and chat with the model

lemonade run user.grok-oss-Apollyon-24B-heretic-Q4_K_M

List all available models

lemonade list

Atomic Chat

Grok-OSS Apollyon 24B - GGUF Quantizations

Educational Purpose Notice

This model and its respective quantizations are provided strictly for educational, research, and technical evaluation purposes.

Critical Instructions for Users

Upstream Terms: Users are explicitly required to thoroughly read, understand, and consider the original model's licensing instructions, safety guidelines, and terms of use provided by the creator at c4tdr0ut/grok-oss-Apollyon-24B.
User Responsibility & Liability: By downloading, hosting, or interacting with this model, the user assumes full and sole responsibility for any and all content generated. The quantizer accepts no liability for misuse, harmful outputs, or secondary deployments of this artifact.