geo-capital-llm
Fine-tuned gpt2 for geography Q&A (capitals, currency, country/state/city facts).
Training data
- Source: countries-states-cities-database
- State capitals enriched via Wikidata
wikiDataId - Examples: 277642
Usage
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("./capital_llm_model")
model = AutoModelForCausalLM.from_pretrained("./capital_llm_model")
prompt = "Question: what is the capital of Kerala? Answer:"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=30, do_sample=False)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
Prompt format
Question: <your question>? Answer: