DenozordecandClaude Sonnet 5.5
efc9a4f56a
docker / build (push) Failing after 39s
- Docker: Dockerfile (CPU), compose с FlareSolverr, настройка через DUB_* переменные, токен доступа к /predict, tools/pack_models.py, workflow Gitea Actions, docs/docker.md - Модель грузится офлайн (config.json рядом с весами); общий код вынесен в src/spans.py, сервису не нужны sklearn/matplotlib/pandas - Обучение: профили tiny2/base/large/modern, запуски в models/runs, реестр и честное сравнение на одной тестовой выборке (src/runs.py), пункт меню «Модели» - Датасет: язык и аудио-параметры дорожек, 18+ по строкам «Аудио», ручные метки по ссылкам, переиндексация сохранённого HTML, параллельная сборка, сбалансированная выборка - Тексты страниц (data/pages) больше не хранятся в git Co-Authored-By: Claude Sonnet 5.5 <[email protected]>
141 lines
3.5 KiB
JSON
141 lines
3.5 KiB
JSON
{
|
|
"history": [
|
|
{
|
|
"epoch": 0,
|
|
"loss": 1.8807837918323556,
|
|
"type_accuracy": 0.9211009174311927,
|
|
"type_macro_f1": 0.6878025559450562,
|
|
"span_exact": 0.5155963302752293,
|
|
"age_accuracy": 0.9486238532110092,
|
|
"age_f1": 0.0,
|
|
"joint_exact": 0.44403669724770645
|
|
},
|
|
{
|
|
"epoch": 1,
|
|
"loss": 0.19847860801096406,
|
|
"type_accuracy": 0.9743119266055046,
|
|
"type_macro_f1": 0.9018587930989455,
|
|
"span_exact": 0.7981651376146789,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.7853211009174312
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"loss": 0.07505214461390836,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.8330275229357799,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8293577981651377
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"loss": 0.04440977191069969,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.8807339449541285,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8733944954128441
|
|
},
|
|
{
|
|
"epoch": 4,
|
|
"loss": 0.028807769589840285,
|
|
"type_accuracy": 0.9889908256880734,
|
|
"type_macro_f1": 0.9096810438971369,
|
|
"span_exact": 0.8660550458715597,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8605504587155963
|
|
},
|
|
{
|
|
"epoch": 5,
|
|
"loss": 0.022258058590862728,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9155121981076735,
|
|
"span_exact": 0.8954128440366973,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8880733944954129
|
|
},
|
|
{
|
|
"epoch": 6,
|
|
"loss": 0.017832277844529697,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9155121981076735,
|
|
"span_exact": 0.9045871559633027,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8972477064220183
|
|
},
|
|
{
|
|
"epoch": 7,
|
|
"loss": 0.014963243124099362,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.8862385321100917,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8788990825688073
|
|
},
|
|
{
|
|
"epoch": 8,
|
|
"loss": 0.012998920554111813,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.9119266055045872,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.9045871559633027
|
|
},
|
|
{
|
|
"epoch": 9,
|
|
"loss": 0.011474552309777529,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.9100917431192661,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.9027522935779817
|
|
},
|
|
{
|
|
"epoch": 10,
|
|
"loss": 0.010157171327384295,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.9027522935779817,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8954128440366973
|
|
},
|
|
{
|
|
"epoch": 11,
|
|
"loss": 0.009997131634706275,
|
|
"type_accuracy": 0.9908256880733946,
|
|
"type_macro_f1": 0.9158000930443979,
|
|
"span_exact": 0.9045871559633027,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.8972477064220183
|
|
}
|
|
],
|
|
"test": {
|
|
"type_accuracy": 0.9941699907947223,
|
|
"type_macro_f1": 0.9576679877290362,
|
|
"span_exact": 0.941699907947223,
|
|
"age_accuracy": 1.0,
|
|
"age_f1": 1.0,
|
|
"joint_exact": 0.9389383246394599
|
|
},
|
|
"cv_mean": {
|
|
"type_accuracy": 0.9945265233277791,
|
|
"type_macro_f1": 0.9549157743958997,
|
|
"span_exact": 0.9167176505761322,
|
|
"age_accuracy": 0.9994757007005666,
|
|
"age_f1": 0.9892257817741743,
|
|
"joint_exact": 0.9125275899299806
|
|
},
|
|
"train_seconds": 589.2
|
|
} |