soci-agent-nn / training_stats.json
RayMelius's picture
Train: acc=63.4%, 30 epochs
518792a verified
{
"best_val_action_acc": 0.6343636363636364,
"epochs": 30,
"train_samples": 99000,
"val_samples": 11000,
"collected_samples": 20900,
"source_counts": {
"gemini": 350,
"groq": 500,
"nn": 20050
},
"model_size_kb": 5563.896484375,
"timestamp": "2026-03-10T18:51:06",
"history": {
"train_loss": [
2.1586153556391134,
2.022064336181916,
1.9399496273896129,
1.8850172924012254,
1.8444405935474277,
1.8108722862509108,
1.7853464920496203,
1.7663688782564144,
1.7439076089367425,
1.7264809012413025,
1.7118696994388227,
1.6935583586545335,
1.6788606901758725,
1.6657644467255504,
1.6530226524343197,
1.641498893192134,
1.6282407420197713,
1.6164132405802147,
1.603588941785478,
1.595070652126037,
1.5846694302313107,
1.5778400799662797,
1.5662498191459893,
1.5585865790082007,
1.5538890951687527,
1.546544762616305,
1.5440150818873926,
1.538954149816454,
1.5357574169168766,
1.5373721251782684
],
"val_loss": [
2.0330969745462593,
1.950374180620367,
1.8876040632074529,
1.8691241632808338,
1.8585692102258855,
1.8160562298514626,
1.7953031604940242,
1.7810519608584316,
1.7864647778597744,
1.7562655427239158,
1.7717987515709617,
1.7592156691984697,
1.7528499581597068,
1.755829854445024,
1.7492482228712602,
1.7700981226834385,
1.7627330259843306,
1.766843156381087,
1.7668060822920366,
1.7652146057649092,
1.7598941759629683,
1.7872037345712835,
1.796427683396773,
1.7877931811592795,
1.795323371887207,
1.8082295331087979,
1.7898864637721668,
1.7959014827554876,
1.8005776405334473,
1.7997321974147449
],
"val_action_acc": [
0.6153636363636363,
0.6068181818181818,
0.619,
0.6070909090909091,
0.6047272727272728,
0.6151818181818182,
0.6208181818181818,
0.6241818181818182,
0.6190909090909091,
0.6285454545454545,
0.6245454545454545,
0.6277272727272727,
0.6298181818181818,
0.626,
0.6315454545454545,
0.622,
0.6302727272727273,
0.624,
0.6313636363636363,
0.6272727272727273,
0.6263636363636363,
0.6334545454545455,
0.6288181818181818,
0.6343636363636364,
0.6314545454545455,
0.6289090909090909,
0.6302727272727273,
0.6316363636363637,
0.6307272727272727,
0.6314545454545455
],
"val_loc_acc": [
0.5850909090909091,
0.5952727272727273,
0.6050909090909091,
0.6046363636363636,
0.6033636363636363,
0.617909090909091,
0.6194545454545455,
0.6222727272727273,
0.624,
0.6235454545454545,
0.6247272727272727,
0.6235454545454545,
0.6262727272727273,
0.6247272727272727,
0.6276363636363637,
0.6249090909090909,
0.6272727272727273,
0.6284545454545455,
0.6277272727272727,
0.6288181818181818,
0.6287272727272727,
0.6265454545454545,
0.6269090909090909,
0.6293636363636363,
0.6292727272727273,
0.6283636363636363,
0.6292727272727273,
0.629,
0.6291818181818182,
0.6298181818181818
]
}
}