Instructions to use NGARiAI/ngari-tool with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use NGARiAI/ngari-tool 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 NGARiAI/ngari-tool:F16
# Run inference directly in the terminal:
llama cli -hf NGARiAI/ngari-tool:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf NGARiAI/ngari-tool:F16
# Run inference directly in the terminal:
llama cli -hf NGARiAI/ngari-tool:F16

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 NGARiAI/ngari-tool:F16
# Run inference directly in the terminal:
./llama-cli -hf NGARiAI/ngari-tool:F16

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 NGARiAI/ngari-tool:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf NGARiAI/ngari-tool:F16

Use Docker

docker model run hf.co/NGARiAI/ngari-tool:F16

LM Studio
Jan
Ollama
How to use NGARiAI/ngari-tool with Ollama:
```
ollama run hf.co/NGARiAI/ngari-tool:F16
```
Unsloth Desktop

How to use NGARiAI/ngari-tool with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf NGARiAI/ngari-tool:F16

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": "NGARiAI/ngari-tool:F16"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use NGARiAI/ngari-tool with Docker Model Runner:
```
docker model run hf.co/NGARiAI/ngari-tool:F16
```

Lemonade

How to use NGARiAI/ngari-tool with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull NGARiAI/ngari-tool:F16

Run and chat with the model

lemonade run user.ngari-tool-F16

List all available models

lemonade list

Hermes Agent

How to use NGARiAI/ngari-tool with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf NGARiAI/ngari-tool:F16

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 NGARiAI/ngari-tool:F16

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use NGARiAI/ngari-tool with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf NGARiAI/ngari-tool:F16

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 "NGARiAI/ngari-tool:F16" \
  --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"

garryjohnsoniii commited on 25 days ago

Commit

c315cd4

verified ·

1 Parent(s): cb81155

Upload folder using huggingface_hub

Browse files

Files changed (4) hide show

.gitattributes +2 -0
Modelfile +14 -0
ngari-tool-f16.gguf +3 -0
ngari-tool-q4_K_M.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ngari-tool-f16.gguf filter=lfs diff=lfs merge=lfs -text
+ngari-tool-q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile ADDED Viewed

	@@ -0,0 +1,14 @@

+FROM /mnt/ollama-models/ngari-workspace/tool-lora/gguf/ngari-tool-q4_K_M.gguf
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}<|im_start|>user
+{{ .Prompt }}<|im_end|>
+<|im_start|>assistant
+"""
+PARAMETER temperature 0.7
+PARAMETER top_k 20
+PARAMETER top_p 0.8
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"

ngari-tool-f16.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:fe849e6c31084861bbf174d3a3838a50d87edbc6cbdd1de366b9b6e011a59c35
+size 3093668992

ngari-tool-q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:aa0f24c9a5ac92ef15b3b150b4b81993443289e54cb0f0df38e159552e76c86c
+size 986048128