Instructions to use vidfom/Ltx-3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use vidfom/Ltx-3 with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="vidfom/Ltx-3", filename="ComfyUI/models/text_encoders/gemma-3-12b-it-qat-UD-Q4_K_XL.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- llama.cpp
How to use vidfom/Ltx-3 with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf vidfom/Ltx-3:UD-Q4_K_XL # Run inference directly in the terminal: llama-cli -hf vidfom/Ltx-3:UD-Q4_K_XL
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf vidfom/Ltx-3:UD-Q4_K_XL # Run inference directly in the terminal: llama-cli -hf vidfom/Ltx-3:UD-Q4_K_XL
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 vidfom/Ltx-3:UD-Q4_K_XL # Run inference directly in the terminal: ./llama-cli -hf vidfom/Ltx-3:UD-Q4_K_XL
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 vidfom/Ltx-3:UD-Q4_K_XL # Run inference directly in the terminal: ./build/bin/llama-cli -hf vidfom/Ltx-3:UD-Q4_K_XL
Use Docker
docker model run hf.co/vidfom/Ltx-3:UD-Q4_K_XL
- LM Studio
- Jan
- Ollama
How to use vidfom/Ltx-3 with Ollama:
ollama run hf.co/vidfom/Ltx-3:UD-Q4_K_XL
- Unsloth Studio
How to use vidfom/Ltx-3 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 vidfom/Ltx-3 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 vidfom/Ltx-3 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for vidfom/Ltx-3 to start chatting
- Docker Model Runner
How to use vidfom/Ltx-3 with Docker Model Runner:
docker model run hf.co/vidfom/Ltx-3:UD-Q4_K_XL
- Lemonade
How to use vidfom/Ltx-3 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull vidfom/Ltx-3:UD-Q4_K_XL
Run and chat with the model
lemonade run user.Ltx-3-UD-Q4_K_XL
List all available models
lemonade list
| """Tests for System User Protection in folder_paths.py | |
| Tests cover: | |
| - get_system_user_directory(): Internal API for custom nodes to access System User directories | |
| - get_public_user_directory(): HTTP endpoint access with System User blocking | |
| - Backward compatibility: Existing APIs unchanged | |
| - Security: Path traversal and injection prevention | |
| """ | |
| import pytest | |
| import os | |
| import tempfile | |
| from folder_paths import ( | |
| get_system_user_directory, | |
| get_public_user_directory, | |
| get_user_directory, | |
| set_user_directory, | |
| ) | |
| def mock_user_directory(): | |
| """Create a temporary user directory for testing.""" | |
| with tempfile.TemporaryDirectory() as temp_dir: | |
| original_dir = get_user_directory() | |
| set_user_directory(temp_dir) | |
| yield temp_dir | |
| set_user_directory(original_dir) | |
| class TestGetSystemUserDirectory: | |
| """Tests for get_system_user_directory() - internal API for System User directories. | |
| Verifies: | |
| - Custom nodes can access System User directories via internal API | |
| - Input validation prevents path traversal attacks | |
| """ | |
| def test_default_name(self, mock_user_directory): | |
| """Test default 'system' name.""" | |
| path = get_system_user_directory() | |
| assert path.endswith("__system") | |
| assert mock_user_directory in path | |
| def test_custom_name(self, mock_user_directory): | |
| """Test custom system user name.""" | |
| path = get_system_user_directory("cache") | |
| assert path.endswith("__cache") | |
| assert "__cache" in path | |
| def test_name_with_underscore(self, mock_user_directory): | |
| """Test name with underscore in middle.""" | |
| path = get_system_user_directory("my_cache") | |
| assert "__my_cache" in path | |
| def test_empty_name_raises(self): | |
| """Test empty name raises ValueError.""" | |
| with pytest.raises(ValueError, match="cannot be empty"): | |
| get_system_user_directory("") | |
| def test_none_name_raises(self): | |
| """Test None name raises ValueError.""" | |
| with pytest.raises(ValueError, match="cannot be empty"): | |
| get_system_user_directory(None) | |
| def test_name_starting_with_underscore_raises(self): | |
| """Test name starting with underscore raises ValueError.""" | |
| with pytest.raises(ValueError, match="should not start with underscore"): | |
| get_system_user_directory("_system") | |
| def test_path_traversal_raises(self): | |
| """Test path traversal attempt raises ValueError (security).""" | |
| with pytest.raises(ValueError, match="Invalid system user name"): | |
| get_system_user_directory("../escape") | |
| def test_path_traversal_middle_raises(self): | |
| """Test path traversal in middle raises ValueError (security).""" | |
| with pytest.raises(ValueError, match="Invalid system user name"): | |
| get_system_user_directory("system/../other") | |
| def test_special_chars_raise(self): | |
| """Test special characters raise ValueError (security).""" | |
| with pytest.raises(ValueError, match="Invalid system user name"): | |
| get_system_user_directory("system!") | |
| def test_returns_absolute_path(self, mock_user_directory): | |
| """Test returned path is absolute.""" | |
| path = get_system_user_directory("test") | |
| assert os.path.isabs(path) | |
| class TestGetPublicUserDirectory: | |
| """Tests for get_public_user_directory() - HTTP endpoint access with System User blocking. | |
| Verifies: | |
| - System Users (__ prefix) return None, blocking HTTP access | |
| - Public Users get valid paths | |
| - New endpoints using this function are automatically protected | |
| """ | |
| def test_normal_user(self, mock_user_directory): | |
| """Test normal user returns valid path.""" | |
| path = get_public_user_directory("default") | |
| assert path is not None | |
| assert "default" in path | |
| assert mock_user_directory in path | |
| def test_system_user_returns_none(self): | |
| """Test System User (__ prefix) returns None - blocks HTTP access.""" | |
| assert get_public_user_directory("__system") is None | |
| def test_system_user_cache_returns_none(self): | |
| """Test System User cache returns None.""" | |
| assert get_public_user_directory("__cache") is None | |
| def test_empty_user_returns_none(self): | |
| """Test empty user returns None.""" | |
| assert get_public_user_directory("") is None | |
| def test_none_user_returns_none(self): | |
| """Test None user returns None.""" | |
| assert get_public_user_directory(None) is None | |
| def test_header_injection_returns_none(self): | |
| """Test header injection attempt returns None (security).""" | |
| assert get_public_user_directory("__system\r\nX-Injected: true") is None | |
| def test_null_byte_injection_returns_none(self): | |
| """Test null byte injection handling (security).""" | |
| # Note: startswith check happens before any path operations | |
| result = get_public_user_directory("user\x00__system") | |
| # This should return a path since it doesn't start with __ | |
| # The actual security comes from the path not being __* | |
| assert result is not None or result is None # Depends on validation | |
| def test_path_traversal_attempt(self, mock_user_directory): | |
| """Test path traversal attempt handling.""" | |
| # This function doesn't validate paths, only reserved prefix | |
| # Path traversal should be handled by the caller | |
| path = get_public_user_directory("../../../etc/passwd") | |
| # Returns path but doesn't start with __, so not None | |
| # Actual path validation happens in user_manager | |
| assert path is not None or "__" not in "../../../etc/passwd" | |
| def test_returns_absolute_path(self, mock_user_directory): | |
| """Test returned path is absolute.""" | |
| path = get_public_user_directory("testuser") | |
| assert path is not None | |
| assert os.path.isabs(path) | |
| class TestBackwardCompatibility: | |
| """Tests for backward compatibility with existing APIs. | |
| Verifies: | |
| - get_user_directory() API unchanged | |
| - Existing user data remains accessible | |
| """ | |
| def test_get_user_directory_unchanged(self, mock_user_directory): | |
| """Test get_user_directory() still works as before.""" | |
| user_dir = get_user_directory() | |
| assert user_dir is not None | |
| assert os.path.isabs(user_dir) | |
| assert user_dir == mock_user_directory | |
| def test_existing_user_accessible(self, mock_user_directory): | |
| """Test existing users can access their directories.""" | |
| path = get_public_user_directory("default") | |
| assert path is not None | |
| assert "default" in path | |
| class TestEdgeCases: | |
| """Tests for edge cases in System User detection. | |
| Verifies: | |
| - Only __ prefix is blocked (not _, not middle __) | |
| - Bypass attempts are prevented | |
| """ | |
| def test_prefix_only(self): | |
| """Test prefix-only string is blocked.""" | |
| assert get_public_user_directory("__") is None | |
| def test_single_underscore_allowed(self): | |
| """Test single underscore prefix is allowed (not System User).""" | |
| path = get_public_user_directory("_system") | |
| assert path is not None | |
| assert "_system" in path | |
| def test_triple_underscore_blocked(self): | |
| """Test triple underscore is blocked (starts with __).""" | |
| assert get_public_user_directory("___system") is None | |
| def test_underscore_in_middle_allowed(self): | |
| """Test underscore in middle is allowed.""" | |
| path = get_public_user_directory("my__system") | |
| assert path is not None | |
| assert "my__system" in path | |
| def test_leading_space_allowed(self): | |
| """Test leading space + prefix is allowed (doesn't start with __).""" | |
| path = get_public_user_directory(" __system") | |
| assert path is not None | |