Text Classification
MLX
Safetensors
Laya
Polish
English
devops
decision-model
apple-silicon
experimental
synthetic-data
claude-code
litellm
Instructions to use tebebe/laya-devops-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use tebebe/laya-devops-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download tebebe/laya-devops-mlx --local-dir laya-devops-mlx
- Laya
How to use tebebe/laya-devops-mlx with Laya:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download verify_release.py from tebebe/laya-devops-mlx: direct link, hf CLI and curl.
- Browser
- Download file 697 Bytes
-
https://huggingface.co/tebebe/laya-devops-mlx/resolve/main/verify_release.py
- Command line
-
hf download hf://tebebe/laya-devops-mlx/verify_release.py
-
curl -L -o verify_release.py https://huggingface.co/tebebe/laya-devops-mlx/resolve/main/verify_release.py
697 Bytes
| """Verify only release files listed in SHA256SUMS.json; no inference/upload.""" | |
| import hashlib, json | |
| from pathlib import Path | |
| ROOT=Path(__file__).resolve().parent | |
| def verify(): | |
| manifest=json.loads((ROOT/'SHA256SUMS.json').read_text()) | |
| for name,expected in manifest.items(): | |
| path=(ROOT/name).resolve() | |
| if not path.is_relative_to(ROOT):raise ValueError('Invalid release path') | |
| with path.open('rb') as stream:actual=hashlib.file_digest(stream,'sha256').hexdigest() | |
| if actual!=expected:raise ValueError('Checksum mismatch: '+name) | |
| print('Verified',len(manifest),'release files; no inference or upload.') | |
| return manifest | |
| if __name__=='__main__':verify() | |