Codemind-study / m23 /eval_results.json
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{
"model_id": "m23",
"checkpoint": "/home/akshat/codemindv2/results/m23/final.pt",
"trained_step": 15258,
"total_params": 58774528,
"active_params": 58774528,
"flops_per_forward": 117549056.0,
"val_loss": 3.4765728563070297,
"val_perplexity": 32.3486683513085,
"bits_per_token": 5.015634419083331,
"ppl_tokens_evaluated": 655360,
"prefill_tok_per_sec": 189550.8386998898,
"inference_tok_per_sec": 201.23427577598775,
"inference_tok_per_sec_kvcache": 210.77698908250312,
"kvcache_speedup": 1.047420914104803,
"gen_tokens": 128,
"peak_infer_vram_gb": 0.366,
"peak_train_vram_gb": 3.993,
"closeness_answer_ppl": 24.479,
"closeness_hit_rate": 0.4,
"closeness_token_f1": 0.051,
"closeness_n": 20,
"closeness_items": [
{
"prompt": "The capital of France is",
"answer": " Paris",
"generated": " the French capital of the province",
"answer_nll": 2.3204,
"answer_ppl": 10.179,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The capital of Japan is",
"answer": " Tokyo",
"generated": " the K\u014dsh\u014d,",
"answer_nll": 2.3939,
"answer_ppl": 10.956,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The largest planet in the solar system is",
"answer": " Jupiter",
"generated": " the Sun.\nThe Sun",
"answer_nll": 4.4133,
"answer_ppl": 82.538,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Water is made of hydrogen and",
"answer": " oxygen",
"generated": " oxygen.\nThe hydrogen is",
"answer_nll": 1.1928,
"answer_ppl": 3.296,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The opposite of hot is",
"answer": " cold",
"generated": " the opposite of hot.\n",
"answer_nll": 3.8481,
"answer_ppl": 46.903,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The opposite of up is",
"answer": " down",
"generated": " the same as up.\n",
"answer_nll": 4.1841,
"answer_ppl": 65.637,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Two plus two equals",
"answer": " four",
"generated": " two.\n- The first",
"answer_nll": 2.8029,
"answer_ppl": 16.493,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The sun rises in the",
"answer": " east",
"generated": " middle of the night sky and",
"answer_nll": 3.0683,
"answer_ppl": 21.506,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The first president of the United States was George",
"answer": " Washington",
"generated": " Washington, who was the first",
"answer_nll": 0.5824,
"answer_ppl": 1.79,
"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": 0.1998,
"answer_ppl": 1.221,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "A triangle has three",
"answer": " sides",
"generated": " sides and a triangle has four",
"answer_nll": 1.2028,
"answer_ppl": 3.329,
"hit": true,
"token_f1": 0.286
},
{
"prompt": "The chemical symbol for gold is",
"answer": " Au",
"generated": " the gold-silver-silver",
"answer_nll": 8.5195,
"answer_ppl": 5011.537,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The freezing point of water in Celsius is",
"answer": " zero",
"generated": " about 1.5 degrees Celsius",
"answer_nll": 5.5563,
"answer_ppl": 258.868,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The author of Romeo and Juliet is William",
"answer": " Shakespeare",
"generated": " Shakespeare.\nThe author of",
"answer_nll": 0.3232,
"answer_ppl": 1.382,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The Earth revolves around the",
"answer": " Sun",
"generated": " sun.\nThe sun is",
"answer_nll": 1.018,
"answer_ppl": 2.768,
"hit": true,
"token_f1": 0.4
},
{
"prompt": "The plural of mouse is",
"answer": " mice",
"generated": " the plural of mouse.\n",
"answer_nll": 9.8359,
"answer_ppl": 18693.672,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "Photosynthesis occurs in the",
"answer": " leaves",
"generated": " same way as the production of",
"answer_nll": 5.8299,
"answer_ppl": 340.327,
"hit": false,
"token_f1": 0.0
},
{
"prompt": "The human heart pumps",
"answer": " blood",
"generated": " blood to the brain, which",
"answer_nll": 1.6457,
"answer_ppl": 5.185,
"hit": true,
"token_f1": 0.333
},
{
"prompt": "The currency used in the United States is the",
"answer": " dollar",
"generated": " US dollar.\nThe US",
"answer_nll": 2.3366,
"answer_ppl": 10.346,
"hit": true,
"token_f1": 0.0
},
{
"prompt": "The tallest animal in the world is the",
"answer": " giraffe",
"generated": " giant tortoise.\nThe",
"answer_nll": 2.6826,
"answer_ppl": 14.623,
"hit": false,
"token_f1": 0.0
}
],
"generation_samples": {
"The most important thing about sleep is": "The most important thing about sleep is knowing what\u2019s going on. However, some people may notice:\n- Sleep difficulties:\n- Dizziness or lightheadedness\n- Sleep apnea\n- Trouble concentrating\nMost people will also notice:\n- Swelling on their head, neck, or spine\n- Increased",
"Scientists have discovered that": "Scientists have discovered that, in a recent study published in the British journal Nature, an Australian geneticist has uncovered a new genetic signature of a rare parasite called Listeria monocytogenes. Using a computer simulation of the gene, the scientists found that one of the parasite\u2019s genes, E2,",
"In the history of mathematics,": "In the history of mathematics, the term \"curntage\" is often used to describe a series of fields known as fields or sets of fields. The term \"curntage\" is often used to describe a collection of fields or sets of fields. In the history of mathematics, the term \"curntage\" is often",
"Python code for prime number": "Python code for prime number numbers, decimal numbers, and expressions. In addition, for example, \u201c2x4\u201d or \u201c2x4.9\u201d is used in the following form:\n- (x1) 1 = (2x3)\n- (x1) 1 = (",
"The best way to learn a new language is": "The best way to learn a new language is to learn about it. So if you have an understanding of a language, you will feel confident to learn it!\nBefore you begin learning a language, you should be aware of the terms and terms of the language, and you should understand them carefully. We\u2019ve discussed everything with the language"
}
}