metadata
license: mit
base_model: unsloth/Mistral-7B-Instruct-v0.2
tags:
- crisis-response
- emergency
- fine-tuned
- lora
- ai-emergency-kit
- emergency-assistant
datasets:
- ianktoo/crisis-response-training
AI Emergency Kit - crisis-agent-v1
AI Emergency Kit - Your intelligent crisis response assistant. Fine-tuned Mistral-7B model that provides structured, actionable guidance during emergency situations.
Model Details
- Base Model: unsloth/Mistral-7B-Instruct-v0.2
- Fine-tuning Method: LoRA (Low-Rank Adaptation)
- Model Type: merged model
- Training Dataset: ianktoo/crisis-response-training
Usage
Using Unsloth
from unsloth import FastLanguageModel
model, tokenizer = FastLanguageModel.from_pretrained(
"ianktoo/crisis-agent-v1",
max_seq_length=2048,
dtype=None,
load_in_4bit=True,
)
# Format prompt
prompt = "<s>[INST] Your crisis scenario here [/INST]"
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
# Generate response
outputs = model.generate(**inputs, max_new_tokens=512, temperature=0.7)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
Using Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("ianktoo/crisis-agent-v1")
tokenizer = AutoTokenizer.from_pretrained("ianktoo/crisis-agent-v1")
# Use model for inference
About AI Emergency Kit
AI Emergency Kit is designed to be your reliable AI companion during crisis situations. It provides structured, JSON-formatted responses with actionable guidance, resource recommendations, and step-by-step instructions to help navigate emergency scenarios.
Training Details
This model was fine-tuned using the crisis-agent fine-tuning pipeline to create the AI Emergency Kit.
Limitations
- Model is trained on synthetic crisis scenarios
- Responses should be validated by human experts
- Not intended for real-time emergency response without human oversight
Citation
If you use this model, please cite:
@software{crisis_agent_model,
title = {Crisis Agent Model},
author = {Ian Too},
year = {2026},
url = {https://huggingface.co/ianktoo/crisis-agent-v1}
}