README.md

---
license: apache-2.0
base_model: microsoft/DialoGPT-medium
tags:
- conversational
- national-parks
- travel
- recreation
- parks
- outdoor
- assistant
- fine-tuned
language:
- en
library_name: transformers
pipeline_tag: text-generation
model_type: gpt2
datasets:
- custom
---

# Parks LLM - US Parks Assistant 🏞️
A conversational AI model fine-tuned to help with US national parks, state parks, and recreation areas.

## Quick Start
Load the model:
```python
from transformers import AutoTokenizer, AutoModelForCausalLM
import torch

tokenizer = AutoTokenizer.from_pretrained("ajc2195/parks-llm")
model = AutoModelForCausalLM.from_pretrained("ajc2195/parks-llm")

def ask_parks_llm(question):
    prompt = f"Human: {question}\nAssistant:"
    inputs = tokenizer(prompt, return_tensors="pt")
    
    with torch.no_grad():
        outputs = model.generate(
            inputs['input_ids'],
            max_new_tokens=80,
            temperature=0.7,
            do_sample=True,
            pad_token_id=tokenizer.eos_token_id
        )
    
    response = tokenizer.decode(outputs[0], skip_special_tokens=True)
    return response.split("Assistant:")[-1].strip()
```

Example usage:
```python
answer = ask_parks_llm("What should I pack for Yellowstone?")
print(answer)
```

## Pipeline Usage
```python
from transformers import pipeline

parks_assistant = pipeline("text-generation", model="ajc2195/parks-llm")
response = parks_assistant("Human: What's the best time to visit national parks?\nAssistant:")
```

## Capabilities
🏞️ Park Information: Details about national parks, state parks, and recreation areas  
🎒 Trip Planning: Packing lists, preparation advice, and logistics  
📅 Timing Advice: Best times to visit different parks  
🏕️ Camping & Reservations: Booking guidance and accommodation options  
👨‍👩‍👧‍👦 Family Travel: Family-friendly park recommendations  
💰 Budget Tips: Cost-saving strategies  
🐻 Safety Guidance: Wildlife safety and Leave No Trace principles  
🥾 Activities: Hiking, camping, and outdoor activity recommendations  

## Example Questions
- What should I pack for a desert park visit?
- How do I make campground reservations?
- What are the best family-friendly national parks?
- When is the best time to visit Yellowstone?
- What budget tips do you have for park visits?

## Model Details
- Base Model: microsoft/DialoGPT-medium
- Fine-tuned on: Comprehensive parks conversation dataset
- Training Method: Manual PyTorch fine-tuning
- Domain: US Parks and Recreation

## Limitations
- Focuses primarily on US parks
- General guidance - always verify with official park sources
- Not a substitute for real-time park information or alerts

Built with ❤️ for park enthusiasts and outdoor adventurers!