Instructions to use elichen-skymizer/GAP-models 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 elichen-skymizer/GAP-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 elichen-skymizer/GAP-models:UD-Q4_K_XL # Run inference directly in the terminal: llama cli -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf elichen-skymizer/GAP-models:UD-Q4_K_XL # Run inference directly in the terminal: llama cli -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
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 elichen-skymizer/GAP-models:UD-Q4_K_XL # Run inference directly in the terminal: ./llama-cli -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
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 elichen-skymizer/GAP-models:UD-Q4_K_XL # Run inference directly in the terminal: ./build/bin/llama-cli -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
Use Docker
docker model run hf.co/elichen-skymizer/GAP-models:UD-Q4_K_XL
- LM Studio
- Jan
- Ollama
How to use elichen-skymizer/GAP-models with Ollama:
ollama run hf.co/elichen-skymizer/GAP-models:UD-Q4_K_XL
- Unsloth Desktop
- Pi
How to use elichen-skymizer/GAP-models with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "elichen-skymizer/GAP-models:UD-Q4_K_XL" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use elichen-skymizer/GAP-models with Docker Model Runner:
docker model run hf.co/elichen-skymizer/GAP-models:UD-Q4_K_XL
- Lemonade
How to use elichen-skymizer/GAP-models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull elichen-skymizer/GAP-models:UD-Q4_K_XL
Run and chat with the model
lemonade run user.GAP-models-UD-Q4_K_XL
List all available models
lemonade list
- Hermes Agent
How to use elichen-skymizer/GAP-models with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
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 elichen-skymizer/GAP-models:UD-Q4_K_XL
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use elichen-skymizer/GAP-models with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf elichen-skymizer/GAP-models:UD-Q4_K_XL
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 "elichen-skymizer/GAP-models:UD-Q4_K_XL" \ --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"
Download bpw/validation.log from elichen-skymizer/GAP-models: direct link, hf CLI and curl.
- Browser
- Download file 962 Bytes
-
https://huggingface.co/elichen-skymizer/GAP-models/resolve/main/bpw/validation.log
- Command line
-
hf download hf://elichen-skymizer/GAP-models/bpw/validation.log
-
curl -L -o validation.log https://huggingface.co/elichen-skymizer/GAP-models/resolve/main/bpw/validation.log
962 Bytes
| ERROR /tmp/tmpf32jyrcy/model.gguf: Incomplete or ambiguous shard set | |
| Verified: gemma-4-31b-it/bartowski/google_gemma-4-31B-it-Q4_K_M.gguf | |
| Verified: gemma-4-e4b-it/bartowski/google_gemma-4-E4B-it-Q4_K_M.gguf | |
| Verified: glm-4.6v-flash/bartowski/zai-org_GLM-4.6V-Flash-Q4_K_M.gguf | |
| Verified: internvl3.5-30b-a3b/bartowski/OpenGVLab_InternVL3_5-30B-A3B-Q4_K_M.gguf | |
| Verified: kimi-vl-a3b-separate/kimi-vl-a3b-thinking-2506/ggml-org/Kimi-VL-A3B-Thinking-2506-bf16.gguf | |
| Verified: muse-glimmer-30b/bartowski/Muse-Glimmer-30B-Q4_K_M.gguf | |
| Verified: qwen3.5-4b/bartowski/Qwen_Qwen3.5-4B-Q4_K_M.gguf | |
| Verified: qwen3.6-35b-a3b/bartowski/Qwen_Qwen3.6-35B-A3B-Q4_K_M.gguf | |
| Verified: qwen3.5-4b/bartowski/Qwen_Qwen3.5-4B-bf16.gguf | |
| Verified: qwen3.5-4b/unsloth/Qwen3.5-4B-BF16.gguf | |
| Verified: qwen3.6-35b-a3b/bartowski/BF16/Qwen_Qwen3.6-35B-A3B-bf16/Qwen_Qwen3.6-35B-A3B-bf16.gguf | |
| PASS: 11 real models, 12 files; arithmetic, split, MTP, invalid shard and auxiliary exclusion checks. | |