VTX-JEV-1 / evaluation.json
Abhaykoul's picture
Publish VTX-JEV-1 LF4 model, architecture, inference, and training code
79abe55 verified
Raw History Blame Contribute Delete
1.59 kB
{
"model": "VTXAI/VTX-JEV-1",
"dataset": "SargeDev/jev-distill-corpus-v3",
"training_rows": 655806,
"training_epochs": 2,
"fp32_source_sha256": "0afb042d973cc20182acf6080e061520887b706dfd1e96eb8f82e5502eae9352",
"lf4_model_sha256": "bfbc52552a7a820aa1d77b922dfa52baa3d2d87f040d5df6d5e46bada337feaf",
"model_bytes": 8002584,
"fp32_model_bytes": 50654168,
"storage_compression": 6.329726498341036,
"held_out_3000": {
"fp32": {
"accuracy": 0.7263333333333334,
"nll": 0.8874788624610132,
"brier": 0.07555933721830775,
"ece": 0.13562145072718462,
"score_mae": 0.2316402201820165,
"score_rps": 0.008217289567585908,
"cpu_eval_seconds": 120.24935622200064
},
"lf4": {
"accuracy": 0.731,
"nll": 0.8882363581924388,
"brier": 0.07580398834944735,
"ece": 0.13725309281547865,
"score_mae": 0.23082155831344425,
"score_rps": 0.008179817874272658,
"cpu_eval_seconds": 97.024852681001
}
},
"held_out_1000_t4": {
"hardware": "Tesla T4",
"fp32": {
"accuracy": 0.733,
"nll": 0.8896643671365455,
"brier": 0.07663099930399228,
"ece": 0.13973448510468006,
"score_mae": 0.21455059151449604,
"score_rps": 0.007221793114608037,
"eval_seconds": 1.8453442480000035
},
"lf4": {
"accuracy": 0.73,
"nll": 0.8905277721015736,
"brier": 0.07685185967836446,
"ece": 0.1336674015074968,
"score_mae": 0.21391292604711294,
"score_rps": 0.007138724646240176,
"eval_seconds": 0.6449195789999749
}
}
}