veritiana-ai's picture
Upload folder using huggingface_hub
811d51e verified
Raw
History Blame Contribute Delete
3.95 kB
{
"summary": {
"task_accuracy": 0.9121989121989122,
"task_macro_f1": 0.9103734961055048,
"complexity_accuracy": 0.8679098679098679,
"complexity_macro_f1": 0.8723688079771166,
"training_seconds": 13.171398878097534
},
"task_report": {
"general_chat": {
"precision": 0.9310344827586207,
"recall": 0.9204545454545454,
"f1-score": 0.9257142857142857,
"support": 176.0
},
"writing": {
"precision": 0.974025974025974,
"recall": 0.9566326530612245,
"f1-score": 0.9652509652509652,
"support": 392.0
},
"translation": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 4.0
},
"summarization": {
"precision": 0.9655172413793104,
"recall": 0.9655172413793104,
"f1-score": 0.9655172413793104,
"support": 29.0
},
"research": {
"precision": 0.8372093023255814,
"recall": 0.8944099378881988,
"f1-score": 0.8648648648648649,
"support": 161.0
},
"coding": {
"precision": 0.9132231404958677,
"recall": 0.9057377049180327,
"f1-score": 0.9094650205761317,
"support": 244.0
},
"mathematics": {
"precision": 0.8641975308641975,
"recall": 0.8536585365853658,
"f1-score": 0.8588957055214724,
"support": 82.0
},
"document_analysis": {
"precision": 0.8165137614678899,
"recall": 0.9081632653061225,
"f1-score": 0.8599033816425121,
"support": 98.0
},
"high_stakes": {
"precision": 0.8901098901098901,
"recall": 0.801980198019802,
"f1-score": 0.84375,
"support": 101.0
},
"accuracy": 0.9121989121989122,
"macro avg": {
"precision": 0.9102034803808147,
"recall": 0.9118393425125113,
"f1-score": 0.9103734961055048,
"support": 1287.0
},
"weighted avg": {
"precision": 0.913815881736539,
"recall": 0.9121989121989122,
"f1-score": 0.912490699441833,
"support": 1287.0
}
},
"complexity_report": {
"low": {
"precision": 0.9166666666666666,
"recall": 0.8856476079346558,
"f1-score": 0.9008902077151335,
"support": 857.0
},
"medium": {
"precision": 0.7555555555555555,
"recall": 0.8225806451612904,
"f1-score": 0.7876447876447876,
"support": 372.0
},
"high": {
"precision": 0.9629629629629629,
"recall": 0.896551724137931,
"f1-score": 0.9285714285714286,
"support": 58.0
},
"accuracy": 0.8679098679098679,
"macro avg": {
"precision": 0.878395061728395,
"recall": 0.8682599924112924,
"f1-score": 0.8723688079771166,
"support": 1287.0
},
"weighted avg": {
"precision": 0.8721848110736999,
"recall": 0.8679098679098679,
"f1-score": 0.8694047489299714,
"support": 1287.0
}
},
"task_confusion_matrix": [
[
162,
2,
0,
0,
1,
3,
4,
0,
4
],
[
1,
375,
0,
0,
5,
10,
1,
0,
0
],
[
0,
0,
4,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
28,
0,
0,
1,
0,
0
],
[
4,
1,
0,
1,
144,
3,
0,
5,
3
],
[
3,
5,
0,
0,
6,
221,
0,
6,
3
],
[
0,
0,
0,
0,
4,
2,
70,
6,
0
],
[
4,
0,
0,
0,
5,
0,
0,
89,
0
],
[
0,
2,
0,
0,
7,
3,
5,
3,
81
]
],
"complexity_confusion_matrix": [
[
759,
98,
0
],
[
64,
306,
2
],
[
5,
1,
52
]
]
}