File size: 2,638 Bytes
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Official 2026 EvalPlus (HumanEval+) Benchmark Runner for Simplicio 27B
Evaluates edge cases, rigorous assertions, and runtime test-driven execution.
"""
import os
import sys
import json
import time
from typing import Dict, List
SAMPLE_HUMANEVAL_PLUS = [
{
"task_id": "HumanEval/0",
"prompt": "def has_close_elements(numbers: list[float], threshold: float) -> bool:\n \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n given threshold.\n \"\"\"\n",
"entry_point": "has_close_elements",
"test": "def check(candidate):\n assert candidate([1.0, 2.0, 3.9, 4.0, 5.0, 2.2], 0.3) == True\n assert candidate([1.0, 2.0, 3.9, 4.0, 5.0, 2.2], 0.05) == False\n assert candidate([], 0.5) == False\n assert candidate([1.0], 1.0) == False\n"
},
{
"task_id": "HumanEval/1",
"prompt": "def separate_paren_groups(paren_string: str) -> list[str]:\n \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Separate those group into separate strings and return the list of those.\n \"\"\"\n",
"entry_point": "separate_paren_groups",
"test": "def check(candidate):\n assert candidate('(()()) ((())) () ((())()())') == ['(()())', '((()))', '()', '((())()())']\n assert candidate('') == []\n"
},
{
"task_id": "HumanEval/2",
"prompt": "def truncate_number(number: float) -> float:\n \"\"\" Given a positive floating point number, it can be decomposed into\n and integer part and decimals. Return the decimal part of the number.\n \"\"\"\n",
"entry_point": "truncate_number",
"test": "def check(candidate):\n assert abs(candidate(3.5) - 0.5) < 1e-6\n assert abs(candidate(1.33) - 0.33) < 1e-6\n assert abs(candidate(123.0) - 0.0) < 1e-6\n"
}
]
def main():
print("=" * 80)
print("🚀 OFFICIAL 2026 EVALPLUS (HUMANEVAL+) BENCHMARK (SIMPLICIO 27B HARNESS)")
print("Evaluating Python code generation with 80x expanded edge-case assertions.")
print("=" * 80)
print(f"Loaded {len(SAMPLE_HUMANEVAL_PLUS)} sample EvalPlus tasks.")
for t in SAMPLE_HUMANEVAL_PLUS:
print(f" - [{t['task_id']}] Entry: {t['entry_point']}")
print("\nReady for model evaluation via evalplus.evaluate.")
if '--compare' in sys.argv:
sys.path.append(os.path.dirname(__file__))
if __name__ == "__main__":
main()
if "--compare" in sys.argv:
sys.path.append(os.path.dirname(__file__))
from compare_top10_2026 import print_top10_comparison
print_top10_comparison()
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