Codemind-study / m15 /eval_results.json
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{
"model_id": "m15",
"checkpoint": "results/m15/final.pt",
"trained_step": 15258,
"total_params": 264868864,
"active_params": 113873920,
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"val_loss": 3.4677844196558,
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"prefill_tok_per_sec": 61298.66085312115,
"inference_tok_per_sec": 41.6292336332186,
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"kvcache_speedup": 1.6157339672410307,
"gen_tokens": 128,
"peak_infer_vram_gb": 1.599,
"peak_train_vram_gb": 3.981,
"closeness_answer_ppl": 12.372,
"closeness_hit_rate": 0.55,
"closeness_token_f1": 0.029,
"closeness_n": 20,
"closeness_items": [
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"prompt": "The capital of France is",
"answer": " Paris",
"generated": " Paris.\nThe city is",
"answer_nll": 2.0906,
"answer_ppl": 8.09,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The capital of Japan is",
"answer": " Tokyo",
"generated": " the city of Tokyo.\n",
"answer_nll": 3.1428,
"answer_ppl": 23.169,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The largest planet in the solar system is",
"answer": " Jupiter",
"generated": " the Sun, which is the",
"answer_nll": 1.6507,
"answer_ppl": 5.211,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Water is made of hydrogen and",
"answer": " oxygen",
"generated": " oxygen, which are both carbon",
"answer_nll": 0.2688,
"answer_ppl": 1.308,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The opposite of hot is",
"answer": " cold",
"generated": " the fact that the temperature of",
"answer_nll": 3.2884,
"answer_ppl": 26.799,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The opposite of up is",
"answer": " down",
"generated": " the word \u201cfoss",
"answer_nll": 6.3577,
"answer_ppl": 576.902,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Two plus two equals",
"answer": " four",
"generated": " the sum of the two.",
"answer_nll": 3.4839,
"answer_ppl": 32.588,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The sun rises in the",
"answer": " east",
"generated": " east and sets in the west",
"answer_nll": 0.7555,
"answer_ppl": 2.129,
"hit": true,
"token_f1": 0.286
},
{
"prompt": "The first president of the United States was George",
"answer": " Washington",
"generated": " Washington, who was a member",
"answer_nll": 0.4636,
"answer_ppl": 1.59,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The speed of light is approximately 300,000 kilometers per",
"answer": " second",
"generated": " second. The speed of light",
"answer_nll": 0.1067,
"answer_ppl": 1.113,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "A triangle has three",
"answer": " sides",
"generated": " sides. The first is the",
"answer_nll": 1.2746,
"answer_ppl": 3.577,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The chemical symbol for gold is",
"answer": " Au",
"generated": " the gold leaf.\nThe",
"answer_nll": 6.585,
"answer_ppl": 724.124,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The freezing point of water in Celsius is",
"answer": " zero",
"generated": " -2.5\u00b0C",
"answer_nll": 5.1008,
"answer_ppl": 164.146,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The author of Romeo and Juliet is William",
"answer": " Shakespeare",
"generated": " Shakespeare, a professor of English",
"answer_nll": 0.989,
"answer_ppl": 2.688,
"hit": true,
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},
{
"prompt": "The Earth revolves around the",
"answer": " Sun",
"generated": " sun, and the moon revolves",
"answer_nll": 1.0905,
"answer_ppl": 2.976,
"hit": true,
"token_f1": 0.0
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{
"prompt": "The plural of mouse is",
"answer": " mice",
"generated": " mouse.\n- mouse =",
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"answer_ppl": 99.242,
"hit": false,
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{
"prompt": "Photosynthesis occurs in the",
"answer": " leaves",
"generated": " chloroplast, which is",
"answer_nll": 3.1152,
"answer_ppl": 22.538,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The human heart pumps",
"answer": " blood",
"generated": " blood through the heart and lungs",
"answer_nll": 1.616,
"answer_ppl": 5.033,
"hit": true,
"token_f1": 0.286
},
{
"prompt": "The currency used in the United States is the",
"answer": " dollar",
"generated": " U.S. dollar.",
"answer_nll": 2.0529,
"answer_ppl": 7.79,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The tallest animal in the world is the",
"answer": " giraffe",
"generated": " African elephant.\nThe elephant",
"answer_nll": 2.2793,
"answer_ppl": 9.77,
"hit": false,
"token_f1": 0.0
}
],
"moe/aux_loss": 0.12051594359800219,
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"generation_samples": {
"The most important thing about sleep is": "The most important thing about sleep is that it\u2019s not just about eating. It is also about maintaining a healthy body and a healthy personality.\n- Sleep is a huge focus for all of us. Let\u2019s face it: sleep is our first resort.\n- Sleep is the best thing to have for you.",
"Scientists have discovered that": "Scientists have discovered that, when in fact the earth was not the same size as Earth in the past.\nBut when you put the earth in its place, with all its surface, the earth could have a circumference of a little over one-quarter of its entire surface. So the moon, the moon, this huge",
"In the history of mathematics,": "In the history of mathematics, the term has been used to describe a set of principles and practices which are in some sense similar to traditional methods of research. It is a special case of the mathematical sciences of the 19th Century, but the term has been used in different ways by different researchers. The traditional methods of research have been",
"Python code for prime number": "Python code for prime number in the above example. However, the string is not a string itself but a string in the string itself.\nA simple example would be a prime number that is also the prime number of the base $n$N$n$N$n$n\nTo check if a prime number is",
"The best way to learn a new language is": "The best way to learn a new language is to learn about its culture, geography, economy, technology, history, philosophy, culture, values, etc.\n- If you have some knowledge of the language, you need to think of the culture of that language, and that culture.\n- If you are new to the language, you need"
}
}