Instructions to use AGofficial/AgGPT-11oPro with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use AGofficial/AgGPT-11oPro with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="AGofficial/AgGPT-11oPro",
	filename="AgGPT11oPro.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use AGofficial/AgGPT-11oPro 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 AGofficial/AgGPT-11oPro
# Run inference directly in the terminal:
llama cli -hf AGofficial/AgGPT-11oPro

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf AGofficial/AgGPT-11oPro
# Run inference directly in the terminal:
llama cli -hf AGofficial/AgGPT-11oPro

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 AGofficial/AgGPT-11oPro
# Run inference directly in the terminal:
./llama-cli -hf AGofficial/AgGPT-11oPro

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 AGofficial/AgGPT-11oPro
# Run inference directly in the terminal:
./build/bin/llama-cli -hf AGofficial/AgGPT-11oPro

Use Docker

docker model run hf.co/AGofficial/AgGPT-11oPro

LM Studio
Jan
Ollama
How to use AGofficial/AgGPT-11oPro with Ollama:
```
ollama run hf.co/AGofficial/AgGPT-11oPro
```

Unsloth Studio

How to use AGofficial/AgGPT-11oPro 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 AGofficial/AgGPT-11oPro 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 AGofficial/AgGPT-11oPro to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for AGofficial/AgGPT-11oPro to start chatting

How to use AGofficial/AgGPT-11oPro with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AGofficial/AgGPT-11oPro

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": "AGofficial/AgGPT-11oPro"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use AGofficial/AgGPT-11oPro with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AGofficial/AgGPT-11oPro

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 AGofficial/AgGPT-11oPro

Run Hermes

hermes

Atomic Chat new

OpenClaw new

How to use AGofficial/AgGPT-11oPro with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AGofficial/AgGPT-11oPro

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 "AGofficial/AgGPT-11oPro" \
  --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"

Docker Model Runner
How to use AGofficial/AgGPT-11oPro with Docker Model Runner:
```
docker model run hf.co/AGofficial/AgGPT-11oPro
```

Lemonade

How to use AGofficial/AgGPT-11oPro with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull AGofficial/AgGPT-11oPro

Run and chat with the model

lemonade run user.AgGPT-11oPro-{{QUANT_TAG}}

List all available models

lemonade list

AgGPT-11o Pro

AgGPT-11o Pro is a large language model designed to reason and think for longer, resulting in more accurate and reliable outputs for problems that require complex cognition. AgGPT-11o Pro has a wide range of agentic tools and capabilities.

Examples:

{
  "input": "What is the capital of France?",
  "output": "The capital of France is Paris."
}

{
  "input": "Explain the theory of relativity in simple terms.",
  "output": "The theory of relativity, proposed by Albert Einstein, states that the laws of physics are the same for all observers, regardless of their relative motion. It also introduces the concept that space and time are interconnected, forming a four-dimensional spacetime."
}

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GGUF

Model size

3B params

Architecture

qwen2

Hardware compatibility

We're not able to determine the quantization variants.

View all variants

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