auto-200m-2 / eval /rope_sweep.json
ProCreations's picture
auto-200m-2: ModernBERT-base approve/deny gate, 65,536-token context
0bbb929 verified
Raw History Blame Contribute Delete
1.31 kB
{
"results": [
{
"theta": 160000.0,
"short": 0.9160820834562606,
"mid": 1.0387379115148965,
"long": 1.1367697905727685,
"seconds": 26.022907972335815
},
{
"theta": 640000.0,
"short": 0.9236352910098977,
"mid": 1.0243582937320355,
"long": 0.9822827437326973,
"seconds": 11.011847972869873
},
{
"theta": 1280000.0,
"short": 0.9304989230334977,
"mid": 1.031460880067349,
"long": 0.9601743056856983,
"seconds": 11.087600231170654
},
{
"theta": 2560000.0,
"short": 0.939639166783192,
"mid": 1.044918367936274,
"long": 0.9650228895573634,
"seconds": 11.14451551437378
},
{
"theta": 5120000.0,
"short": 0.9498286157172525,
"mid": 1.0788166451562344,
"long": 1.0147006089168509,
"seconds": 11.193717956542969
},
{
"theta": 10240000.0,
"short": 0.9709671184858385,
"mid": 1.0868880858439343,
"long": 0.9965657126456587,
"seconds": 11.231298685073853
}
],
"chosen_theta": 1280000.0,
"samples": {
"short": 256,
"mid": 96,
"long": 64
},
"rule": "min(mid + long masked-LM loss) with short-context loss within 5% of the original 160k theta; 15% masking; training text only"
}