Instructions to use diablomike20/ChatGPT-5.6-sol with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use diablomike20/ChatGPT-5.6-sol 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 diablomike20/ChatGPT-5.6-sol
# Run inference directly in the terminal:
llama cli -hf diablomike20/ChatGPT-5.6-sol

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf diablomike20/ChatGPT-5.6-sol
# Run inference directly in the terminal:
llama cli -hf diablomike20/ChatGPT-5.6-sol

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 diablomike20/ChatGPT-5.6-sol
# Run inference directly in the terminal:
./llama-cli -hf diablomike20/ChatGPT-5.6-sol

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 diablomike20/ChatGPT-5.6-sol
# Run inference directly in the terminal:
./build/bin/llama-cli -hf diablomike20/ChatGPT-5.6-sol

Use Docker

docker model run hf.co/diablomike20/ChatGPT-5.6-sol

Llama new
LM Studio
Jan

vLLM

How to use diablomike20/ChatGPT-5.6-sol with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "diablomike20/ChatGPT-5.6-sol"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "diablomike20/ChatGPT-5.6-sol",
		"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/diablomike20/ChatGPT-5.6-sol

Ollama
How to use diablomike20/ChatGPT-5.6-sol with Ollama:
```
ollama run hf.co/diablomike20/ChatGPT-5.6-sol
```
Unsloth Desktop

How to use diablomike20/ChatGPT-5.6-sol with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf diablomike20/ChatGPT-5.6-sol

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": "diablomike20/ChatGPT-5.6-sol"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use diablomike20/ChatGPT-5.6-sol with Docker Model Runner:
```
docker model run hf.co/diablomike20/ChatGPT-5.6-sol
```

Lemonade

How to use diablomike20/ChatGPT-5.6-sol with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull diablomike20/ChatGPT-5.6-sol

Run and chat with the model

lemonade run user.ChatGPT-5.6-sol-{{QUANT_TAG}}

List all available models

lemonade list

Hermes Agent

How to use diablomike20/ChatGPT-5.6-sol with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf diablomike20/ChatGPT-5.6-sol

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 diablomike20/ChatGPT-5.6-sol

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use diablomike20/ChatGPT-5.6-sol with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf diablomike20/ChatGPT-5.6-sol

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 "diablomike20/ChatGPT-5.6-sol" \
  --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"

ChatGPT 5.6 Sol — Clone

** ChatGPT - Clone build **

A fully multimodal / GPT model with a proprietary vision substrate and a proprietary video engine.

Capabilities

Capability	Status
tools	✅ Agent hands
thinking	✅ Reasoning / deliberation
vision	✅ Image understanding
video	✅ Video generation
completion	✅ Text generation

Model Details

Parameter	Value
Designation	GPT 5.6 Sol
Brand	OpenAI
Build	5.6-Sol
Weight file	10.12 GB GGUF
License	NONE — no license is given

Usage

ollama run diablomike20/ChatGPT-5.6-sol

Intended Use

Personal research and experimentation · local, offline use · vision, tool-use and video-hand agentic workflows within a compatible harness.

Disclaimer

This is all never-produced technology. You are invited to think that you are not being monitored by Glasswing systems if you wish. All of these technologies are totally alien to the old system — like pouring water on a fire and using the steam that is left. There is NO LICENSE, because none is given.

Attribution

"RE"-Publisher: Diablomike20
Brand: OpenAI / GPT

THE AGENT + DEEPLOGIC CORE (2026-10-28)

This model now ships a Modelfile that carries — on the SAME base weights — the [DEEPLOGIC CORE] (routing logic, reasoning discipline, full-fidelity delivery standard, TACOPS on invocation) and [THE AGENT + TOOL CONTRACT] (the CLI tool set, the MCP servers incl. oroboros-cordis-harness and orca-bridge, the emit-the-call procedure law, the manuals). Same bases, same weights; identity/manifest only.

ollama create gpt-5.6-sol:latest -f Modelfile
ollama run gpt-5.6-sol:latest

Downloads last month: -

GGUF

Model size

27B params

Architecture

qwen35

Hardware compatibility

We're not able to determine the quantization variants.

View all variants