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decima:guard

6 TagsUpdated 321M params2048 context100+ languagesApache-2.0by A. M. Madani

Decima-guard 1.0 preview (mmBERT-base, 321M): prompt injection, jailbreaks, leaks and harmful content in user messages, tool results and model replies (OWASP Top 10 for LLM applications). English, Arabic and Persian.

multilingual321m
ollaya run decima:guard --preset triage "I was charged twice for my subscription this month and want a refund."

Details

  • grapha9e197a729e4 · 5 MBonnx · decima · 321M · fp32
  • weights5649d0c03ef1 · 1.2 GBhuggingface.co/amyrmahdy/decima-guard/resolve/98d3f73…/pytorch/encoder/model.safetensors
  • weightsb59c91cb011b · 57 MBhuggingface.co/amyrmahdy/decima-guard/resolve/98d3f73…/pytorch/head.safetensors
  • tokenizerd941237f7b66 · 34 MBhuggingface.co/amyrmahdy/decima-guard/resolve/98d3f73…/pytorch/encoder/tokenizer.json
  • decision0f22409f6d4e · 3 KB{"engine": "onnx", "family": "decima", "encoder": "", "layout": "decima-late-interaction-v2", …}
  • calibration2cd425c5df21 · 291 B{"temperature": [0.805, 1.0, 0.805]}
  • license6e583cb7b1fd · 11 KBDecima-small, Decima-base, Decima-agent, Decima-guard and Decima-guard-small by A. M. Madani (https://huggingface.co/amyrmahdy, https://github.com/amyrmahdy/decima), Apache-2.0.

Every layer is checked against its sha256 when it is pulled. Weights and tokenizers download from the model author's Hugging Face repository at a pinned commit; Ollaya never re-hosts them.

Decima readme and all models