File size: 7,185 Bytes
aeb6be1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 | {
"model_id": "m12",
"checkpoint": "results/m12/final.pt",
"trained_step": 15258,
"total_params": 58774528,
"active_params": 58774528,
"flops_per_forward": 117549056.0,
"val_loss": 3.4686521768569945,
"val_perplexity": 32.09345697667592,
"bits_per_token": 5.0042072941202935,
"ppl_tokens_evaluated": 655360,
"prefill_tok_per_sec": 193194.22812667364,
"inference_tok_per_sec": 212.31968241677103,
"inference_tok_per_sec_kvcache": 210.12757536665706,
"kvcache_speedup": 0.9896754411783124,
"gen_tokens": 128,
"peak_infer_vram_gb": 0.366,
"peak_train_vram_gb": 3.993,
"closeness_answer_ppl": 42.281,
"closeness_hit_rate": 0.4,
"closeness_token_f1": 0.033,
"closeness_n": 20,
"closeness_items": [
{
"prompt": "The capital of France is",
"answer": " Paris",
"generated": " the city of Paris.\n",
"answer_nll": 2.863,
"answer_ppl": 17.513,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The capital of Japan is",
"answer": " Tokyo",
"generated": " the city of Sichuan",
"answer_nll": 2.9536,
"answer_ppl": 19.174,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The largest planet in the solar system is",
"answer": " Jupiter",
"generated": " the Sun.\nThe Sun",
"answer_nll": 3.8845,
"answer_ppl": 48.642,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Water is made of hydrogen and",
"answer": " oxygen",
"generated": " oxygen.\nThe water is",
"answer_nll": 0.9818,
"answer_ppl": 2.669,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The opposite of hot is",
"answer": " cold",
"generated": " the heat of the sun.",
"answer_nll": 4.4139,
"answer_ppl": 82.587,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The opposite of up is",
"answer": " down",
"generated": " the fact that the two are",
"answer_nll": 8.6555,
"answer_ppl": 5741.871,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Two plus two equals",
"answer": " four",
"generated": " to the total number of people",
"answer_nll": 5.2942,
"answer_ppl": 199.172,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The sun rises in the",
"answer": " east",
"generated": " sky and the sun is at",
"answer_nll": 3.463,
"answer_ppl": 31.914,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The first president of the United States was George",
"answer": " Washington",
"generated": " Washington.\nThe second president",
"answer_nll": 1.038,
"answer_ppl": 2.824,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The speed of light is approximately 300,000 kilometers per",
"answer": " second",
"generated": " second.\nThe speed of",
"answer_nll": 0.1077,
"answer_ppl": 1.114,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "A triangle has three",
"answer": " sides",
"generated": " sides. The two sides of",
"answer_nll": 1.6775,
"answer_ppl": 5.352,
"hit": true,
"token_f1": 0.333
},
{
"prompt": "The chemical symbol for gold is",
"answer": " Au",
"generated": " the gold ion.\nGold",
"answer_nll": 6.4909,
"answer_ppl": 659.103,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The freezing point of water in Celsius is",
"answer": " zero",
"generated": " about 0.5\u00b0C",
"answer_nll": 4.9866,
"answer_ppl": 146.444,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The author of Romeo and Juliet is William",
"answer": " Shakespeare",
"generated": " Shakespeare\u2019s play Romeo",
"answer_nll": 0.3631,
"answer_ppl": 1.438,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The Earth revolves around the",
"answer": " Sun",
"generated": " sun, and the sun is",
"answer_nll": 2.4816,
"answer_ppl": 11.961,
"hit": true,
"token_f1": 0.333
},
{
"prompt": "The plural of mouse is",
"answer": " mice",
"generated": " the same as the human.",
"answer_nll": 9.4341,
"answer_ppl": 12507.574,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Photosynthesis occurs in the",
"answer": " leaves",
"generated": " brain, and the brain is",
"answer_nll": 5.3131,
"answer_ppl": 202.985,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The human heart pumps",
"answer": " blood",
"generated": " are not only the heart pumps",
"answer_nll": 3.9707,
"answer_ppl": 53.021,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The currency used in the United States is the",
"answer": " dollar",
"generated": " United States dollar.\nThe",
"answer_nll": 3.4802,
"answer_ppl": 32.465,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The tallest animal in the world is the",
"answer": " giraffe",
"generated": " largest in the world.\n",
"answer_nll": 3.034,
"answer_ppl": 20.781,
"hit": false,
"token_f1": 0.0
}
],
"generation_samples": {
"The most important thing about sleep is": "The most important thing about sleep is to look for your own specific medical conditions, such as:\n- Heart conditions such as coronary heart disease, chronic heart failure, diabetes, and cancer.\n- If you have had any of the following:\n- Acute respiratory syndrome\n- High blood pressure\n- Heart disease\n- O",
"Scientists have discovered that": "Scientists have discovered that, in many ways, the human body is actually a computer system.\nThe first evidence for the existence of the human body is the presence of a long-lived entity. In a number of cases the body is not yet the subject of many other science studies, but in a much smaller number it",
"In the history of mathematics,": "In the history of mathematics, the term \"curriculum\" is often used to refer to the process in which schools use the term to describe the process in which a curriculum has been created. In schools, it is most commonly referred to as a \"curriculum\" or \"curriculum\" as it is also referred",
"Python code for prime number": "Python code for prime number of objects.\nHow to create a string using string\nTo create a string using string, you have to use a string you need. For example, we need the string:\n<stringname=\u201d\u201d\u201d </string>\nHow to create the string using string\nTo",
"The best way to learn a new language is": "The best way to learn a new language is to learn it in a second language. It is especially important to study the language in a way that is pleasing to the senses and allows you to build the foundation for yourself.\nFor instance, if you can\u2019t speak a language in a sentence, you can write a new sentence in it"
}
} |