desertsyao's picture
Upload folder using huggingface_hub
5d5926e verified
Raw
History Blame Contribute Delete
4.69 kB
[
{
"epoch": 1,
"train_loss": 0.49041068037190744,
"loss": 0.10887680214364082,
"accuracy": 0.976,
"macro_f1": 0.974316827614547,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9574468085106383,
0.9871794871794872
],
"recall": [
0.9782608695652174,
0.9746835443037974
],
"f1": [
0.967741935483871,
0.9808917197452229
],
"support": [
46,
79
],
"confusion_matrix": [
[
45,
1
],
[
2,
77
]
]
},
{
"epoch": 2,
"train_loss": 0.08282371124713331,
"loss": 0.05213706669746898,
"accuracy": 0.984,
"macro_f1": 0.9828013208585581,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9782608695652174,
0.9873417721518988
],
"recall": [
0.9782608695652174,
0.9873417721518988
],
"f1": [
0.9782608695652174,
0.9873417721518988
],
"support": [
46,
79
],
"confusion_matrix": [
[
45,
1
],
[
1,
78
]
]
},
{
"epoch": 3,
"train_loss": 0.029479517208372233,
"loss": 0.04066936526214704,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
},
{
"epoch": 4,
"train_loss": 0.021501865289274162,
"loss": 0.04278480566063081,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
},
{
"epoch": 5,
"train_loss": 0.019091582156702754,
"loss": 0.044655177374806954,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
},
{
"epoch": 6,
"train_loss": 0.004043996158201168,
"loss": 0.04597681598170311,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
},
{
"epoch": 7,
"train_loss": 0.00361252090110073,
"loss": 0.0465984551829024,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
},
{
"epoch": 8,
"train_loss": 0.0029879194141055145,
"loss": 0.04681828270076949,
"accuracy": 0.992,
"macro_f1": 0.9914389425381823,
"labels": [
"authorization_access_control",
"unrelated"
],
"precision": [
0.9787234042553191,
1.0
],
"recall": [
1.0,
0.9873417721518988
],
"f1": [
0.989247311827957,
0.9936305732484076
],
"support": [
46,
79
],
"confusion_matrix": [
[
46,
0
],
[
1,
78
]
]
}
]