{
 "model": "google/diffusiongemma-26B-A4B-it",
 "n_tasks": 8,
 "config": {
  "max_blocks": 6,
  "max_resample": 4,
  "dtype": "torch.bfloat16",
  "chat_template": true
 },
 "headline_metric": "final_valid (parse-validity rate); exact/valid_but_wrong are noisy under -it",
 "vanilla": {
  "final_valid": 0.0,
  "valid_block_rate": 0.0,
  "exact_match": 0.0,
  "valid_but_wrong": 0.0,
  "total_denoisings": 1.0,
  "wall_s": 1.374
 },
 "verified": {
  "final_valid": 0.0,
  "valid_block_rate": 0.0,
  "exact_match": 0.0,
  "valid_but_wrong": 0.0,
  "total_denoisings": 5.0,
  "wall_s": 3.121
 },
 "tasks": [
  {
   "stub": "def add(a, b):",
   "reference": "def add(a, b):\n    return a + b\n",
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 6.14,
    "text": "thought\n```python\ndef add(a, b):\n    return a + b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 2.7,
    "text": "thought\n```python\ndef add(a, b):\n    return a + b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def is_even(n):",
   "reference": "def is_even(n):\n    return n % 2 == 0\n",
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.76,
    "text": "thought\n```python\ndef is_even(n):\n    return n % 2 == 0\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 2.86,
    "text": "thought\n```python\ndef is_even(n):\n    return n % 2 == 0\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def factorial(n):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.99,
    "text": "thought\n```python\ndef factorial(n):\n    if n < 0:\n        raise ValueError(\"Factorial is not defined for negative numbers\")\n    if n == 0 or n == 1:\n        return 1\n    return n * factorial(n - 1)\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 4.11,
    "text": "thought\n```python\ndef factorial(n):\n    if n < 0:\n        raise ValueError(\"Factorial is not defined for negative numbers\")\n    if n == 0 or n == 1:\n        return 1\n    return n * factorial(n - 1)\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def reverse_list(xs):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.46,
    "text": "thought\n```python\ndef reverse_list(xs):\n    return xs[::-1]\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 2.58,
    "text": "thought\n```python\ndef reverse_list(xs):\n    return xs[::-1]\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def max_of(a, b):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.78,
    "text": "thought\n```python\ndef max_of(a, b):\n    if a > b:\n        return a\n    else:\n        return b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 3.49,
    "text": "thought\n```python\ndef max_of(a, b):\n    if a > b:\n        return a\n    else:\n        return b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def fib(n):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.62,
    "text": "thought\n```python\ndef fib(n):\n    if n <= 0:\n        return 0\n    elif n == 1:\n        return 1\n    a, b = 0, 1\n    for _ in range(2, n + 1):\n        a, b = b, a + b\n    return b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 3.08,
    "text": "thought\n```python\ndef fib(n):\n    if n <= 0:\n        return 0\n    elif n == 1:\n        return 1\n    a, b = 0, 1\n    for _ in range(2, n + 1):\n        a, b = b, a + b\n    return b\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def count_vowels(s):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.62,
    "text": "thought\n```python\ndef count_vowels(s):\n    vowels = \"aeiouAEIOU\"\n    return sum(1 for char in s if char in vowels)\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 3.09,
    "text": "thought\n```python\ndef count_vowels(s):\n    vowels = \"aeiouAEIOU\"\n    return sum(1 for char in s if char in vowels)\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  },
  {
   "stub": "def clamp(x, lo, hi):",
   "reference": null,
   "vanilla": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 1,
    "wall_s": 0.62,
    "text": "thought\n```python\ndef clamp(x, lo, hi):\n    return max(lo, min(x, hi))\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 1,
      "valid": false,
      "n_err": 2,
      "forced": false
     }
    ]
   },
   "verified": {
    "final_valid": false,
    "valid_block_rate": 0.0,
    "exact_match": false,
    "valid_but_wrong": false,
    "total_denoisings": 5,
    "wall_s": 3.06,
    "text": "thought\n```python\ndef clamp(x, lo, hi):\n    return max(lo, min(x, hi))\n```",
    "blocks": [
     {
      "i": 0,
      "tries": 5,
      "valid": false,
      "n_err": 2,
      "forced": true
     }
    ]
   }
  }
 ]
}