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
Make server launch portable after downloading from the Hub
Browse files- README.md +1 -1
- SHA256SUMS.json +1 -1
README.md
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@@ -109,7 +109,7 @@ Then:
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python3.12 -m venv .venv
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.venv/bin/python -m pip install -r requirements.txt
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.venv/bin/python verify_release.py
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screen -S laya-devops8765 ./serve.sh
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```
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Detach with Ctrl+A, then D. Reattach with `screen -r laya-devops8765`. `serve.sh` generates a private backend API key if absent and starts the classifier on `0.0.0.0:8765`. Set `LAYA_HOST=127.0.0.1` for local-only access. The backend key lives in `runtime/workspace/local-api.key` and must be configured separately on LiteLLM; it is never included in the repository. Use a private network such as WireGuard or a protected TLS route for remote access. The lazy model worker unloads after 120 idle seconds.
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python3.12 -m venv .venv
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.venv/bin/python -m pip install -r requirements.txt
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.venv/bin/python verify_release.py
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screen -S laya-devops8765 sh ./serve.sh
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```
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Detach with Ctrl+A, then D. Reattach with `screen -r laya-devops8765`. `serve.sh` generates a private backend API key if absent and starts the classifier on `0.0.0.0:8765`. Set `LAYA_HOST=127.0.0.1` for local-only access. The backend key lives in `runtime/workspace/local-api.key` and must be configured separately on LiteLLM; it is never included in the repository. Use a private network such as WireGuard or a protected TLS route for remote access. The lazy model worker unloads after 120 idle seconds.
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SHA256SUMS.json
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"LICENSE": "a6cba85bc92e0cff7a450b1d873c0eaa2e9fc96bf472df0247a26bec77bf3ff9",
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"NOTICE": "92ec9507fad03ae86415ac2c3629f40ed79cc835de100d622775bcc217667b15",
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"PUBLISHING.pl.md": "e431e6d4efaed69d025a8dee25fad61c25e9ebb6a64771d68d1419a1eb55b9e9",
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-
"README.md": "
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"adapters/claude_code/doctor.py": "a65ec5e39ebbd429b8d8a3aabc268e7976b942f0ca6a6d07eab37202c68ec736",
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"adapters/claude_code/global_hook.py": "d5e8809f1a0c55bd29d33e0775c9a4aab6fc2b4825a062adc40803f1bbe5b52d",
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"adapters/claude_code/hook.py": "f580c4637f2b6f30bcf941c659d5347c398c42a370dce55a340231ad2b7501c8",
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"LICENSE": "a6cba85bc92e0cff7a450b1d873c0eaa2e9fc96bf472df0247a26bec77bf3ff9",
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"NOTICE": "92ec9507fad03ae86415ac2c3629f40ed79cc835de100d622775bcc217667b15",
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"PUBLISHING.pl.md": "e431e6d4efaed69d025a8dee25fad61c25e9ebb6a64771d68d1419a1eb55b9e9",
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+
"README.md": "7e84570cdd2718d6084166176f5b3c5a2a3990756bb67162da16724c3957a82c",
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"adapters/claude_code/doctor.py": "a65ec5e39ebbd429b8d8a3aabc268e7976b942f0ca6a6d07eab37202c68ec736",
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"adapters/claude_code/global_hook.py": "d5e8809f1a0c55bd29d33e0775c9a4aab6fc2b4825a062adc40803f1bbe5b52d",
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"adapters/claude_code/hook.py": "f580c4637f2b6f30bcf941c659d5347c398c42a370dce55a340231ad2b7501c8",
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