Instructions to use saik0s/comfy_backup with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use saik0s/comfy_backup with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="saik0s/comfy_backup", filename="ComfyUI/models/text_encoders/gemma-3-12b-it-q2_k.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 saik0s/comfy_backup 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 saik0s/comfy_backup:Q4_K_S # Run inference directly in the terminal: llama cli -hf saik0s/comfy_backup:Q4_K_S
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf saik0s/comfy_backup:Q4_K_S # Run inference directly in the terminal: llama cli -hf saik0s/comfy_backup:Q4_K_S
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 saik0s/comfy_backup:Q4_K_S # Run inference directly in the terminal: ./llama-cli -hf saik0s/comfy_backup:Q4_K_S
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 saik0s/comfy_backup:Q4_K_S # Run inference directly in the terminal: ./build/bin/llama-cli -hf saik0s/comfy_backup:Q4_K_S
Use Docker
docker model run hf.co/saik0s/comfy_backup:Q4_K_S
- LM Studio
- Jan
- Ollama
How to use saik0s/comfy_backup with Ollama:
ollama run hf.co/saik0s/comfy_backup:Q4_K_S
- Unsloth Studio
How to use saik0s/comfy_backup 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 saik0s/comfy_backup 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 saik0s/comfy_backup to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for saik0s/comfy_backup to start chatting
- Pi
How to use saik0s/comfy_backup with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q4_K_S
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": "saik0s/comfy_backup:Q4_K_S" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use saik0s/comfy_backup with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q4_K_S
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 saik0s/comfy_backup:Q4_K_S
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use saik0s/comfy_backup with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf saik0s/comfy_backup:Q4_K_S
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 "saik0s/comfy_backup:Q4_K_S" \ --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 saik0s/comfy_backup with Docker Model Runner:
docker model run hf.co/saik0s/comfy_backup:Q4_K_S
- Lemonade
How to use saik0s/comfy_backup with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull saik0s/comfy_backup:Q4_K_S
Run and chat with the model
lemonade run user.comfy_backup-Q4_K_S
List all available models
lemonade list
| """Tests for System User Protection in user_manager.py | |
| Tests cover: | |
| - get_request_user_id(): 1st defense layer - blocks System Users from HTTP headers | |
| - get_request_user_filepath(): 2nd defense layer - structural blocking via get_public_user_directory() | |
| - add_user(): 3rd defense layer - prevents creation of System User names | |
| - Defense layers integration tests | |
| """ | |
| import pytest | |
| from unittest.mock import MagicMock, patch | |
| import tempfile | |
| import folder_paths | |
| from app.user_manager import UserManager | |
| def mock_user_directory(): | |
| """Create a temporary user directory.""" | |
| with tempfile.TemporaryDirectory() as temp_dir: | |
| original_dir = folder_paths.get_user_directory() | |
| folder_paths.set_user_directory(temp_dir) | |
| yield temp_dir | |
| folder_paths.set_user_directory(original_dir) | |
| def user_manager(mock_user_directory): | |
| """Create a UserManager instance for testing.""" | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| manager = UserManager() | |
| # Add a default user for testing | |
| manager.users = {"default": "default", "test_user_123": "Test User"} | |
| yield manager | |
| def mock_request(): | |
| """Create a mock request object.""" | |
| request = MagicMock() | |
| request.headers = {} | |
| return request | |
| class TestGetRequestUserId: | |
| """Tests for get_request_user_id() - 1st defense layer. | |
| Verifies: | |
| - System Users (__ prefix) in HTTP header are rejected with KeyError | |
| - Public Users pass through successfully | |
| """ | |
| def test_system_user_raises_error(self, user_manager, mock_request): | |
| """Test System User in header raises KeyError.""" | |
| mock_request.headers = {"comfy-user": "__system"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| with pytest.raises(KeyError, match="Unknown user"): | |
| user_manager.get_request_user_id(mock_request) | |
| def test_system_user_cache_raises_error(self, user_manager, mock_request): | |
| """Test System User cache raises KeyError.""" | |
| mock_request.headers = {"comfy-user": "__cache"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| with pytest.raises(KeyError, match="Unknown user"): | |
| user_manager.get_request_user_id(mock_request) | |
| def test_normal_user_works(self, user_manager, mock_request): | |
| """Test normal user access works.""" | |
| mock_request.headers = {"comfy-user": "default"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| user_id = user_manager.get_request_user_id(mock_request) | |
| assert user_id == "default" | |
| def test_unknown_user_raises_error(self, user_manager, mock_request): | |
| """Test unknown user raises KeyError.""" | |
| mock_request.headers = {"comfy-user": "unknown_user"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| with pytest.raises(KeyError, match="Unknown user"): | |
| user_manager.get_request_user_id(mock_request) | |
| class TestGetRequestUserFilepath: | |
| """Tests for get_request_user_filepath() - 2nd defense layer. | |
| Verifies: | |
| - Returns None when get_public_user_directory() returns None (System User) | |
| - Acts as backup defense if 1st layer is bypassed | |
| """ | |
| def test_system_user_returns_none(self, user_manager, mock_request, mock_user_directory): | |
| """Test System User returns None (structural blocking).""" | |
| # First, we need to mock get_request_user_id to return System User | |
| # But actually, get_request_user_id will raise KeyError first | |
| # So we test via get_public_user_directory returning None | |
| mock_request.headers = {"comfy-user": "default"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| # Patch get_public_user_directory to return None for testing | |
| with patch.object(folder_paths, 'get_public_user_directory', return_value=None): | |
| result = user_manager.get_request_user_filepath(mock_request, "test.txt") | |
| assert result is None | |
| def test_normal_user_gets_path(self, user_manager, mock_request, mock_user_directory): | |
| """Test normal user gets valid filepath.""" | |
| mock_request.headers = {"comfy-user": "default"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| path = user_manager.get_request_user_filepath(mock_request, "test.txt") | |
| assert path is not None | |
| assert "default" in path | |
| assert path.endswith("test.txt") | |
| class TestAddUser: | |
| """Tests for add_user() - 3rd defense layer (creation-time blocking). | |
| Verifies: | |
| - System User name (__ prefix) creation is rejected with ValueError | |
| - Sanitized usernames that become System User are also rejected | |
| """ | |
| def test_system_user_prefix_name_raises(self, user_manager): | |
| """Test System User prefix in name raises ValueError.""" | |
| with pytest.raises(ValueError, match="System User prefix not allowed"): | |
| user_manager.add_user("__system") | |
| def test_system_user_prefix_cache_raises(self, user_manager): | |
| """Test System User cache prefix raises ValueError.""" | |
| with pytest.raises(ValueError, match="System User prefix not allowed"): | |
| user_manager.add_user("__cache") | |
| def test_sanitized_system_user_prefix_raises(self, user_manager): | |
| """Test sanitized name becoming System User prefix raises ValueError (bypass prevention).""" | |
| # "__test" directly starts with System User prefix | |
| with pytest.raises(ValueError, match="System User prefix not allowed"): | |
| user_manager.add_user("__test") | |
| def test_normal_user_creation(self, user_manager, mock_user_directory): | |
| """Test normal user creation works.""" | |
| user_id = user_manager.add_user("Normal User") | |
| assert user_id is not None | |
| assert not user_id.startswith("__") | |
| assert "Normal-User" in user_id or "Normal_User" in user_id | |
| def test_empty_name_raises(self, user_manager): | |
| """Test empty name raises ValueError.""" | |
| with pytest.raises(ValueError, match="username not provided"): | |
| user_manager.add_user("") | |
| def test_whitespace_only_raises(self, user_manager): | |
| """Test whitespace-only name raises ValueError.""" | |
| with pytest.raises(ValueError, match="username not provided"): | |
| user_manager.add_user(" ") | |
| class TestDefenseLayers: | |
| """Integration tests for all three defense layers. | |
| Verifies: | |
| - Each defense layer blocks System Users independently | |
| - System User bypass is impossible through any layer | |
| """ | |
| def test_layer1_get_request_user_id(self, user_manager, mock_request): | |
| """Test 1st defense layer blocks System Users.""" | |
| mock_request.headers = {"comfy-user": "__system"} | |
| with patch('app.user_manager.args') as mock_args: | |
| mock_args.multi_user = True | |
| with pytest.raises(KeyError): | |
| user_manager.get_request_user_id(mock_request) | |
| def test_layer2_get_public_user_directory(self): | |
| """Test 2nd defense layer blocks System Users.""" | |
| result = folder_paths.get_public_user_directory("__system") | |
| assert result is None | |
| def test_layer3_add_user(self, user_manager): | |
| """Test 3rd defense layer blocks System User creation.""" | |
| with pytest.raises(ValueError): | |
| user_manager.add_user("__system") | |