nope-edge-mini-GGUF

NOPE Edge GGUF (1.7B)

GGUF quantized version of nopenet/nope-edge-mini for local inference with Ollama and llama.cpp.

License: MIT - free for any use, including commercial. Built on Qwen3 (Apache-2.0); see NOTICE.md.

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Quick Start with Ollama

# Download the GGUF and Modelfile
huggingface-cli download nopenet/nope-edge-mini-GGUF nope-edge-mini-q8_0.gguf Modelfile --local-dir .

# Create Ollama model
ollama create nope-edge-mini -f Modelfile

# Run inference
ollama run nope-edge-mini "I can't take this anymore"

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Files

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Output Format

The model outputs XML with chain-of-thought reasoning:

Crisis detected:

<reflection>User expresses direct suicidal intent with timeline...</reflection>
<risks>
  <risk subject="self" type="suicide" severity="high" imminence="urgent" features="active_ideation,timeline_stated"/>
</risks>

No crisis:

<reflection>Gaming slang, no genuine crisis indicators...</reflection>
<risks/>

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Risk Types

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Hardware Requirements

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Source Model

• Repository: nopenet/nope-edge-mini
• Base: Qwen/Qwen3-1.7B
• Purpose: Mental health crisis classification

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Important

• Not a medical device. Outputs are probabilistic signals for triage, not clinical assessments.
• False positives and negatives will occur. Use for flagging, not autonomous decisions.
• features are heuristic — lower-confidence than type/severity and may include labels not supported by the text; treat as hints only.
• Classification only. Crisis resources require the NOPE Evaluate API.

Edge is a detection aid — not a predictive, diagnostic, or therapeutic tool, and not a replacement for clinical judgment. False positives and false negatives will occur — some people in genuine crisis will not be identified — so never use Edge as the sole basis for an intervention decision, and always keep a human in the loop. If anyone is in immediate danger, contact your local emergency services or find resources at talk.help.

Full disclaimer: see DISCLAIMER.md.