check_original_format.py

#!/usr/bin/env python3
"""
Check original Dolci dataset format to understand the structure.
"""

from datasets import load_dataset
import json

def main():
    print("Loading dataset...")
    dataset = load_dataset("allenai/Dolci-Instruct-SFT-Tool-Use", split="train")

    # Check samples from the last 20k
    start_idx = len(dataset) - 20000
    sample_indices = [start_idx, start_idx + 100, start_idx + 500]

    for idx in sample_indices:
        print(f"\n{'='*60}")
        print(f"Sample {idx}:")
        print(f"{'='*60}")

        sample = dataset[idx]
        messages = sample['messages']

        print(f"\nTotal messages: {len(messages)}")

        for i, msg in enumerate(messages):
            role = msg.get('role', '')
            content = msg.get('content', '')
            function_calls = msg.get('function_calls')
            functions = msg.get('functions')

            print(f"\n--- Message {i} ---")
            print(f"Role: {role}")
            if content:
                print(f"Content: {content[:200]}{'...' if len(content) > 200 else ''}")
            if function_calls:
                print(f"Function calls: {function_calls[:200]}{'...' if len(function_calls) > 200 else ''}")
            if functions:
                print(f"Has functions: True (length: {len(functions)})")

if __name__ == "__main__":
    main()