Instructions to use ariel-pillar/phi-4_function_calling with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use ariel-pillar/phi-4_function_calling 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 ariel-pillar/phi-4_function_calling:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf ariel-pillar/phi-4_function_calling:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ariel-pillar/phi-4_function_calling:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf ariel-pillar/phi-4_function_calling: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 ariel-pillar/phi-4_function_calling:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf ariel-pillar/phi-4_function_calling: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 ariel-pillar/phi-4_function_calling:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ariel-pillar/phi-4_function_calling:Q4_K_M

Use Docker

docker model run hf.co/ariel-pillar/phi-4_function_calling:Q4_K_M

Llama new
LM Studio
Jan
Ollama
How to use ariel-pillar/phi-4_function_calling with Ollama:
```
ollama run hf.co/ariel-pillar/phi-4_function_calling:Q4_K_M
```
Unsloth Desktop

How to use ariel-pillar/phi-4_function_calling with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ariel-pillar/phi-4_function_calling:Q4_K_M

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": "ariel-pillar/phi-4_function_calling:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use ariel-pillar/phi-4_function_calling with Docker Model Runner:
```
docker model run hf.co/ariel-pillar/phi-4_function_calling:Q4_K_M
```

Lemonade

How to use ariel-pillar/phi-4_function_calling with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ariel-pillar/phi-4_function_calling:Q4_K_M

Run and chat with the model

lemonade run user.phi-4_function_calling-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use ariel-pillar/phi-4_function_calling with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ariel-pillar/phi-4_function_calling:Q4_K_M

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 ariel-pillar/phi-4_function_calling:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use ariel-pillar/phi-4_function_calling with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ariel-pillar/phi-4_function_calling:Q4_K_M

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 "ariel-pillar/phi-4_function_calling:Q4_K_M" \
  --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"

ariel-pillar commited on Jun 11, 2025

Commit

48cebec

verified ·

1 Parent(s): 0c13853

Update README.md

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README.md +6 -7

README.md CHANGED Viewed

@@ -85,7 +85,7 @@ curl http://localhost:8080/v1/chat/completions -d '{
 }'
 ```
-### Example 2: Generate HTML Hello World
 ```bash
 curl http://localhost:8080/v1/chat/completions \
@@ -93,13 +93,13 @@ curl http://localhost:8080/v1/chat/completions \
   -d '{
     "model": "phi-4-mini-instruct-with-tools",
     "messages": [
-      {"role":"system","content":"You are a helpful coding assistant"},
-      {"role":"user","content":"give me an html hello world document"}
     ]
   }'
 ```
-### Example 2: Tell a Joke
 ```bash
 curl http://localhost:8080/v1/chat/completions \
@@ -107,14 +107,13 @@ curl http://localhost:8080/v1/chat/completions \
   -d '{
     "model": "phi-4-mini-instruct-with-tools",
     "messages": [
-      {"role":"system","content":"You are a helpful clown instruction assistant"},
-      {"role":"user","content":"tell me a funny joke"}
     ]
   }'
 ```
 ## API Endpoints
 The server provides a ChatGPT-compatible API with the following main endpoints:

 }'
 ```
+### Example 2: Tell a Joke
 ```bash
 curl http://localhost:8080/v1/chat/completions \
   -d '{
     "model": "phi-4-mini-instruct-with-tools",
     "messages": [
+      {"role":"system","content":"You are a helpful clown instruction assistant"},
+      {"role":"user","content":"tell me a funny joke"}
     ]
   }'
 ```
+### Example 3: Generate HTML Hello World
 ```bash
 curl http://localhost:8080/v1/chat/completions \
   -d '{
     "model": "phi-4-mini-instruct-with-tools",
     "messages": [
+      {"role":"system","content":"You are a helpful coding assistant"},
+      {"role":"user","content":"give me an html hello world document"}
     ]
   }'
 ```
 ## API Endpoints
 The server provides a ChatGPT-compatible API with the following main endpoints: