File size: 1,179 Bytes
7b78fe3 551f386 7b78fe3 551f386 7b78fe3 551f386 7b78fe3 551f386 7b78fe3 551f386 7b78fe3 551f386 7b78fe3 | 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 | {
"n": 500,
"threshold": 0.5,
"max_seq_length": 3072,
"is_valid_accuracy": 0.958,
"category_set_accuracy": 0.82,
"micro_f1": 0.8976234003656307,
"macro_f1": 0.8954906015550027,
"per_language_f1": {
"Python": 0.8627450980392157,
"JavaScript": 0.8163265306122449,
"Java": 0.9166666666666666,
"C": 0.8636363636363636,
"C++": 0.9361702127659575,
"C#": 0.926829268292683,
"Go": 0.918918918918919,
"Rust": 0.9811320754716981,
"Kotlin": 1.0,
"Swift": 0.9166666666666666,
"Ruby": 0.9,
"R": 0.9056603773584906,
"Scala": 0.7619047619047619,
"Perl": 0.8571428571428571,
"Lua": 0.8666666666666667,
"Bash": 0.7222222222222222,
"PowerShell": 0.8333333333333334,
"Batch": 0.9019607843137255,
"SQL": 0.9803921568627451,
"Dockerfile": 0.9767441860465116,
"YAML": 0.9545454545454546,
"Makefile": 0.8780487804878049,
"Terraform": 0.8947368421052632,
"AWK": 0.9259259259259259,
"jq": 0.8888888888888888
},
"latency_ms_per_example": {
"mean": 2.3932456970214844,
"p95": 3.833106905221939,
"device": "cuda:0"
},
"base_model": "jhu-clsp/mmBERT-base",
"epochs": 2
} |