Teknium
41 lines
1.6 KiB
Python
41 lines
1.6 KiB
Python
"""Trajectory saving utilities and static helpers (``_convert_to_trajectory_format`` stays an
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AIAgent method — batch_runner.py calls it)."""
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import json
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import logging
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from datetime import datetime
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from typing import Any, Dict, List
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logger = logging.getLogger(__name__)
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def convert_scratchpad_to_think(content: str) -> str:
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"""Convert <REASONING_SCRATCHPAD> tags to <think> tags."""
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if not content or "<REASONING_SCRATCHPAD>" not in content:
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return content
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return content.replace("<REASONING_SCRATCHPAD>", "<think>").replace("</REASONING_SCRATCHPAD>", "</think>")
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def has_incomplete_scratchpad(content: str) -> bool:
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"""Whether content has an opening <REASONING_SCRATCHPAD> without a closing tag."""
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return bool(content) and "<REASONING_SCRATCHPAD>" in content and "</REASONING_SCRATCHPAD>" not in content
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def save_trajectory(trajectory: List[Dict[str, Any]], model: str, completed: bool, filename: str = None):
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"""Append a ShareGPT-format trajectory entry to a JSONL file (default trajectory_samples.jsonl /
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failed_trajectories.jsonl based on ``completed``)."""
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if filename is None:
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filename = "trajectory_samples.jsonl" if completed else "failed_trajectories.jsonl"
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entry = {
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"conversations": trajectory,
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"timestamp": datetime.now().isoformat(),
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"model": model,
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"completed": completed,
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}
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try:
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with open(filename, "a", encoding="utf-8") as f:
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f.write(json.dumps(entry, ensure_ascii=False) + "\n")
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logger.info("Trajectory saved to %s", filename)
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except Exception as e:
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logger.warning("Failed to save trajectory: %s", e)
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