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am17an / mtp-bench.py
Last active May 24, 2026 21:38
MTP benchmark
#!/usr/bin/env python3
import argparse, json, sys, time
from urllib import request
PROMPTS = [
{"name": "code_python", "prompt": "Write a Python function that returns the n-th Fibonacci number using memoization. Include a docstring."},
{"name": "code_cpp", "prompt": "Write a C++ template function `clamp(x, lo, hi)` that returns x clamped to [lo, hi]. No std::clamp."},
{"name": "explain_concept", "prompt": "Explain how speculative decoding works in large language model inference, in three short paragraphs."},
{"name": "summarize", "prompt": "Summarize in two sentences: The Industrial Revolution began in Britain in the late 18th century, transforming manufacturing through mechanization, steam power, and the factory system. It spread to continental Europe and North America during the 19th century."},
{"name": "qa_factual", "prompt": "Q: What are the four fundamental forces of physics?\nA:"},