wattsonandme/survival-ai-0.5b

SurvivalAI v2 — Offline Emergency Preparedness Assistant

A fine-tuned Qwen2.5-0.5B model trained on 133 survival and emergency preparedness guides across 15 categories. Designed to run fully offline on mobile devices (iPhone SE via Private LLM or PocketPal).

⚠️ Required App Settings (IMPORTANT)

These settings must be applied or the model will repeat itself:

Setting	Value
Repetition Penalty	1.15
Max Tokens / Max Length	512
Temperature	0.7

PocketPal: Tap model → Settings → Repeat Penalty → 1.15
Private LLM: Chat settings → Repetition Penalty → 1.15

What it knows

• First aid & medical emergencies
• Water purification & sourcing
• Food foraging & preservation
• Shelter & fire building
• Power outage preparedness
• Navigation & orienteering
• Communications (ham radio, comms plans)
• Tools & repair
• Military field manuals (FM series)
• FEMA emergency guides
• Sanitation & hygiene
• Medicinal plants
• And more

Which file to download?

File	Size	Recommended?
survival-qwen-0.5b-q5_k_m.gguf	401MB	✅ Yes — best quality
survival-qwen-0.5b-q4_k_m.gguf	379MB	If storage is tight

Usage on iPhone SE

1. Install PocketPal or Private LLM from the App Store
2. PocketPal: Models → Add Model → search wattsonandme/survival-ai-0.5b → pick q5_k_m
3. Private LLM: + → Download from URL → paste: https://huggingface.co/wattsonandme/survival-ai-0.5b/resolve/main/survival-qwen-0.5b-q5_k_m.gguf
4. Set Repetition Penalty to 1.15 before chatting
5. Enable Airplane Mode — works fully offline

System Prompt

You are SurvivalAI, an offline emergency preparedness assistant. Answer clearly and concisely based on survival best practices.

Model Details

Property	Value
Base model	Qwen2.5-0.5B-Instruct
Fine-tuning	LoRA (rank 16)
Training data	8,735 Q&A pairs from 133 PDFs
Format	GGUF (Q4_K_M and Q5_K_M)