Instructions to use masterofaudio2077/gliner-moe-multilingual-transformers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER
How to use masterofaudio2077/gliner-moe-multilingual-transformers with GLiNER:
from gliner import GLiNER model = GLiNER.from_pretrained("masterofaudio2077/gliner-moe-multilingual-transformers") - Notebooks
- Google Colab
- Kaggle
| """ | |
| Shared helper for configuration_gliner_moe.py and modeling_gliner_moe.py. | |
| transformers' trust_remote_code dynamic-module loader only auto-copies flat, | |
| single-level relative imports (from .x import y where x.py sits directly in | |
| the repo root) -- it does not walk real subpackages referenced via dotted | |
| relative imports like `from .gliner_lib.config import y`, and an absolute | |
| `import gliner_lib` would make its import-checker demand gliner_lib be | |
| pip-installed, which it is not (it is vendored, not published). So gliner_lib | |
| is loaded here via importlib directly from disk instead of any import/from | |
| statement naming it, keeping it invisible to that regex-based scanner, then | |
| registered in sys.modules like a normally-imported package. | |
| Important: transformers copies only the single file it is resolving (e.g. | |
| this file, or configuration_gliner_moe.py) into its own separate dynamic- | |
| modules cache directory -- it does NOT bring the rest of the source directory | |
| along, even when the original source was a local folder rather than a Hub | |
| repo. So __file__ here essentially never points anywhere near an actual | |
| gliner_lib/ directory in practice. Lookup order actually used: | |
| 1. sys.modules cache (already loaded once this process). | |
| 2. Right next to this file, in case that assumption ever does hold. | |
| 3. Any directory already on sys.path that contains a gliner_lib/ folder -- | |
| this is what actually matters for local-directory use: if you are | |
| loading a local checkout of this repo (not yet pushed to the Hub, or | |
| pushed but you are pointing at a local clone), do | |
| `sys.path.insert(0, "<that local directory>")` before calling | |
| AutoModel.from_pretrained(...) / AutoConfig.from_pretrained(...), and | |
| this resolves without any network call. | |
| 4. Last resort: snapshot_download(repo_id) to fetch this same Hub repo's | |
| gliner_lib/ directly. Only works once the repo actually exists on the | |
| Hub -- by design not used for local-only testing. | |
| """ | |
| import importlib.util | |
| import os | |
| import sys | |
| def load_gliner_lib(this_file, repo_id): | |
| if "gliner_lib" in sys.modules: | |
| return sys.modules["gliner_lib"] | |
| pkg_dir = None | |
| this_dir = os.path.dirname(os.path.abspath(this_file)) | |
| candidate = os.path.join(this_dir, "gliner_lib") | |
| if os.path.isdir(candidate): | |
| pkg_dir = candidate | |
| if pkg_dir is None: | |
| for entry in sys.path: | |
| candidate = os.path.join(entry, "gliner_lib") | |
| if os.path.isdir(candidate): | |
| pkg_dir = candidate | |
| break | |
| if pkg_dir is None: | |
| from huggingface_hub import snapshot_download | |
| downloaded_dir = snapshot_download(repo_id=repo_id, allow_patterns=["gliner_lib/*", "gliner_lib/**/*"]) | |
| candidate = os.path.join(downloaded_dir, "gliner_lib") | |
| if os.path.isdir(candidate): | |
| pkg_dir = candidate | |
| if pkg_dir is None: | |
| raise ImportError( | |
| f"Could not locate the vendored gliner_lib package (checked next to {this_file}, " | |
| f"on sys.path, and in a fresh snapshot_download of {repo_id})." | |
| ) | |
| parent_dir = os.path.dirname(pkg_dir) | |
| if parent_dir not in sys.path: | |
| sys.path.insert(0, parent_dir) | |
| spec = importlib.util.spec_from_file_location( | |
| "gliner_lib", os.path.join(pkg_dir, "__init__.py"), submodule_search_locations=[pkg_dir] | |
| ) | |
| module = importlib.util.module_from_spec(spec) | |
| sys.modules["gliner_lib"] = module | |
| spec.loader.exec_module(module) | |
| return module | |