Qwen-Messkit: Laden, Kontext und Ausgabe messen

messwerte.pyAusschnitt

"""Validate and summarize Ollama duration fields from a saved JSON response."""
import argparse
import json
import math
from pathlib import Path

def value(data: dict, key: str) -> float:
    number = data[key]
    if isinstance(number, bool) or not isinstance(number, (int, float)) or not math.isfinite(number) or number < 0:
        raise ValueError(f"Ungültiger Messwert: {key}")
    return float(number)

def summarize(data: dict) -> str:
    if data.get("done") is not True:
        raise ValueError("Unvollständiger Lauf: done ist nicht true")
    total, load, prompt, output = (value(data, key)/1e9 for key in ("total_duration", "load_duration", "prompt_eval_duration", "eval_duration"))
    count_in, count_out = value(data, "prompt_eval_count"), value(data, "eval_count")
    cached = value(data, "prompt_eval_cached_count") if "prompt_eval_cached_count" in data else None