Instructions to use ayourtch/ARustyCoder93 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use ayourtch/ARustyCoder93 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 ayourtch/ARustyCoder93 # Run inference directly in the terminal: llama cli -hf ayourtch/ARustyCoder93
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ayourtch/ARustyCoder93 # Run inference directly in the terminal: llama cli -hf ayourtch/ARustyCoder93
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 ayourtch/ARustyCoder93 # Run inference directly in the terminal: ./llama-cli -hf ayourtch/ARustyCoder93
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 ayourtch/ARustyCoder93 # Run inference directly in the terminal: ./build/bin/llama-cli -hf ayourtch/ARustyCoder93
Use Docker
docker model run hf.co/ayourtch/ARustyCoder93
- LM Studio
- Jan
- Ollama
How to use ayourtch/ARustyCoder93 with Ollama:
ollama run hf.co/ayourtch/ARustyCoder93
- Unsloth Studio
How to use ayourtch/ARustyCoder93 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 ayourtch/ARustyCoder93 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 ayourtch/ARustyCoder93 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for ayourtch/ARustyCoder93 to start chatting
- Pi
How to use ayourtch/ARustyCoder93 with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf ayourtch/ARustyCoder93
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "ayourtch/ARustyCoder93" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use ayourtch/ARustyCoder93 with Docker Model Runner:
docker model run hf.co/ayourtch/ARustyCoder93
- Lemonade
How to use ayourtch/ARustyCoder93 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ayourtch/ARustyCoder93
Run and chat with the model
lemonade run user.ARustyCoder93-{{QUANT_TAG}}List all available models
lemonade list
- Hermes Agent
How to use ayourtch/ARustyCoder93 with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf ayourtch/ARustyCoder93
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default ayourtch/ARustyCoder93
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use ayourtch/ARustyCoder93 with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf ayourtch/ARustyCoder93
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "ayourtch/ARustyCoder93" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
| arch=deepseek4 experts=256 -> keep 93, used 6 | |
| wants census for 40 layers from /home/ayourtch/merged-wants.tsv | |
| ranking: measured-counts | full_router: False | |
| layers with routed experts: 43 (hash-routed: | |
| Writing: 1%| | 424M/62.2G Writing: 2%|β | 1.25G/62.2G Writing: 3%|β | 2.08G/62.2G Writing: 5%|β | 2.91G/62.2G Writing: 6%|β | 3.74G/62.2G Writing: 7%|β | 4.57G/62.2G Writing: 9%|β | 5.40G/62.2G Writing: 10%|β | 6.23G/62.2G Writing: 11%|ββ | 7.05G/62.2G Writing: 13%|ββ | 7.88G/62.2G Writing: 13%|ββ | 8.30G/62.2G Writing: 14%|ββ | 8.71G/62.2G Writing: 15%|ββ | 9.13G/62.2G Writing: 15%|ββ | 9.54G/62.2G Writing: 16%|ββ | 9.96G/62.2G Writing: 17%|ββ | 10.4G/62.2G Writing: 17%|ββ | 10.8G/62.2G Writing: 18%|ββ | 11.2G/62.2G Writing: 19%|ββ | 11.6G/62.2G Writing: 19%|ββ | 12.0G/62.2G Writing: 20%|ββ | 12.4G/62.2G Writing: 21%|ββ | 12.9G/62.2G Writing: 21%|βββ | 13.3G/62.2G Writing: 22%|βββ | 13.7G/62.2G Writing: 23%|βββ | 14.1G/62.2G Writing: 23%|βββ | 14.5G/62.2G Writing: 24%|βββ | 14.9G/62.2G Writing: 25%|βββ | 15.3G/62.2G Writing: 25%|βββ | 15.8G/62.2G Writing: 26%|βββ | 16.2G/62.2G Writing: 27%|βββ | 16.6G/62.2G Writing: 27%|βββ | 17.0G/62.2G Writing: 28%|βββ | 17.4G/62.2G Writing: 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| PRUNE-DONE /home/ayourtch/grow-union/deepseek4-keep93.gguf | |