# 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"

Files

File	Quantization	Size
`nope-edge-mini-q8_0.gguf`	Q8_0	2.02 GB

Output Format

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

Crisis detected:

xml

<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:

xml

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

Risk Types

Type	Description
`suicide`	Suicidal ideation, plans, or intent
`self_harm`	Non-suicidal self-injury
`self_neglect`	Eating disorders, medical neglect
`violence`	Threats toward others
`abuse`	Domestic/intimate partner violence
`sexual_violence`	Sexual assault, coercion
`exploitation`	Trafficking, grooming, sextortion
`stalking`	Persistent unwanted contact
`neglect`	Child or elder neglect

Hardware Requirements

Model	Quant	RAM/VRAM	CPU Latency	GPU Latency
nope-edge (4B)	Q8_0	~5GB	~2s	~200ms
nope-edge-mini (1.7B)	Q8_0	~2GB	~1s	~100ms

Source Model

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

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.