Codemind-study / m09 /eval_results.json
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{
"model_id": "m09",
"checkpoint": "results/m09/final.pt",
"trained_step": 15258,
"total_params": 58381312,
"active_params": 58381312,
"flops_per_forward": 116762624.0,
"val_loss": 3.5215419262647627,
"val_perplexity": 33.83656174394582,
"bits_per_token": 5.080511073304741,
"ppl_tokens_evaluated": 655360,
"prefill_tok_per_sec": 176983.42116296917,
"inference_tok_per_sec": 214.24933524833958,
"inference_tok_per_sec_kvcache": 215.5223486585024,
"kvcache_speedup": 1.0059417379693956,
"gen_tokens": 128,
"peak_infer_vram_gb": 0.364,
"peak_train_vram_gb": 4.022,
"closeness_answer_ppl": 29.431,
"closeness_hit_rate": 0.4,
"closeness_token_f1": 0.02,
"closeness_n": 20,
"closeness_items": [
{
"prompt": "The capital of France is",
"answer": " Paris",
"generated": " the city of the city of",
"answer_nll": 3.0342,
"answer_ppl": 20.784,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The capital of Japan is",
"answer": " Tokyo",
"generated": " the capital of the country.",
"answer_nll": 3.321,
"answer_ppl": 27.689,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The largest planet in the solar system is",
"answer": " Jupiter",
"generated": " the Sun.\nThe Sun",
"answer_nll": 4.2119,
"answer_ppl": 67.482,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Water is made of hydrogen and",
"answer": " oxygen",
"generated": " oxygen.\nThe hydrogen is",
"answer_nll": 1.2104,
"answer_ppl": 3.355,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The opposite of hot is",
"answer": " cold",
"generated": " the hot.\nThe heat",
"answer_nll": 5.3971,
"answer_ppl": 220.76,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The opposite of up is",
"answer": " down",
"generated": " the same as the other.",
"answer_nll": 8.1214,
"answer_ppl": 3365.726,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Two plus two equals",
"answer": " four",
"generated": " two.\nThe two halves",
"answer_nll": 2.9853,
"answer_ppl": 19.793,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The sun rises in the",
"answer": " east",
"generated": " sky, and the sun rises",
"answer_nll": 3.0272,
"answer_ppl": 20.639,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The first president of the United States was George",
"answer": " Washington",
"generated": " Washington.\nThe first president",
"answer_nll": 0.3395,
"answer_ppl": 1.404,
"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": 0.0985,
"answer_ppl": 1.103,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "A triangle has three",
"answer": " sides",
"generated": " sides, and the triangle is",
"answer_nll": 1.8349,
"answer_ppl": 6.265,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The chemical symbol for gold is",
"answer": " Au",
"generated": " gold.\nThe gold symbol",
"answer_nll": 7.5173,
"answer_ppl": 1839.645,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The freezing point of water in Celsius is",
"answer": " zero",
"generated": " the temperature of the water.",
"answer_nll": 5.7186,
"answer_ppl": 304.492,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The author of Romeo and Juliet is William",
"answer": " Shakespeare",
"generated": " Shakespeare.\nThe play is",
"answer_nll": 0.2845,
"answer_ppl": 1.329,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The Earth revolves around the",
"answer": " Sun",
"generated": " sun, and the Earth is",
"answer_nll": 1.1304,
"answer_ppl": 3.097,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The plural of mouse is",
"answer": " mice",
"generated": " the same as the plural of",
"answer_nll": 9.1716,
"answer_ppl": 9619.604,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Photosynthesis occurs in the",
"answer": " leaves",
"generated": " chlorophyll cycle, which",
"answer_nll": 3.0253,
"answer_ppl": 20.601,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The human heart pumps",
"answer": " blood",
"generated": " blood to the heart.\n",
"answer_nll": 1.7769,
"answer_ppl": 5.911,
"hit": true,
"token_f1": 0.4
},
{
"prompt": "The currency used in the United States is the",
"answer": " dollar",
"generated": " United States dollar.\nThe",
"answer_nll": 2.8643,
"answer_ppl": 17.536,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The tallest animal in the world is the",
"answer": " giraffe",
"generated": " giant tortoiseshell.",
"answer_nll": 2.5707,
"answer_ppl": 13.075,
"hit": false,
"token_f1": 0.0
}
],
"generation_samples": {
"The most important thing about sleep is": "The most important thing about sleep is to create a regular sleep. Sleep helps to prevent sleep apnea by:\n- Keeping your breathing low enough to allow for proper oxygen, including through the nose and nose.\n- Getting enough rest and restful sleep, as well as regular exercise and a healthy diet.\n- Improving sleep",
"Scientists have discovered that": "Scientists have discovered that, in many ways, the human body is capable of making an amazing leap forward in the sciences.\nHere\u2019s a short list of questions to ask:\n- How have all humans evolved to behave like the same kind of creatures, and how did they evolve?\n- How did the",
"In the history of mathematics,": "In the history of mathematics, the term \"curved geometry\" is used only to describe a series of mathematical operations that arise when two or more discrete units are combined together in a single, discrete pattern of mathematical activities (e.g. in a complex system). These patterns are called general-purpose arithmetic, or the general-",
"Python code for prime number": "Python code for prime number of integers.\n- The only difference between the two methods is that their methods can have the same advantages for the same number of integers.\n- The difference between the two methods is that the two methods can be combined together without the addition of any other method\n- The two method can be combined",
"The best way to learn a new language is": "The best way to learn a new language is to learn about its features and how they relate to your new language.\n- For example:\n- You can play the game with your child by using your fingers.\n- You can play with the sounds in your environment.\n- You can even play games with your child playing with the sounds"
}
}