Instructions to use zrrraa/E-Guide with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use zrrraa/E-Guide 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 zrrraa/E-Guide:F16
# Run inference directly in the terminal:
llama cli -hf zrrraa/E-Guide:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf zrrraa/E-Guide:F16
# Run inference directly in the terminal:
llama cli -hf zrrraa/E-Guide: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 zrrraa/E-Guide:F16
# Run inference directly in the terminal:
./llama-cli -hf zrrraa/E-Guide: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 zrrraa/E-Guide:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf zrrraa/E-Guide:F16

Use Docker

docker model run hf.co/zrrraa/E-Guide:F16

LM Studio
Jan

vLLM

How to use zrrraa/E-Guide with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "zrrraa/E-Guide"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "zrrraa/E-Guide",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/zrrraa/E-Guide:F16

Ollama
How to use zrrraa/E-Guide with Ollama:
```
ollama run hf.co/zrrraa/E-Guide:F16
```
Unsloth Desktop

How to use zrrraa/E-Guide with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf zrrraa/E-Guide: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": "zrrraa/E-Guide:F16"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use zrrraa/E-Guide with Docker Model Runner:
```
docker model run hf.co/zrrraa/E-Guide:F16
```

Lemonade

How to use zrrraa/E-Guide with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull zrrraa/E-Guide:F16

Run and chat with the model

lemonade run user.E-Guide-F16

List all available models

lemonade list

Hermes Agent

How to use zrrraa/E-Guide with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf zrrraa/E-Guide: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 zrrraa/E-Guide:F16

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use zrrraa/E-Guide with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf zrrraa/E-Guide: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 "zrrraa/E-Guide: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"

E-Guide / 2.sft /chat_template.json

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{
  "chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}"
}

	{
	"chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<\|im_start\|>system\nYou are a helpful assistant.<\|im_end\|>\n{% endif %}<\|im_start\|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<\|im_end\|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<\|vision_start\|><\|image_pad\|><\|vision_end\|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<\|vision_start\|><\|video_pad\|><\|vision_end\|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<\|im_end\|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<\|im_start\|>assistant\n{% endif %}"
	}