Hugging Face's logo

apwic
/
nerui-pt-pl10-2

TensorBoard
Indonesian
Generated from Trainer
Model card Files Metrics Community
apwic commited on
Commit
a667ddc
•
1 Parent(s): 7629a25

End of training

Browse files
Files changed (8) hide show
  1. README.md +2 -0
  2. all_results.json +34 -34
  3. eval_results.json +17 -17
  4. predict_results.json +13 -13
  5. predictions.txt +7 -7
  6. runs/Jun04_03-46-43_a358b85c7679/events.out.tfevents.1717473372.a358b85c7679.468748.1 +3 -0
  7. train_results.json +4 -4
  8. trainer_state.json +0 -0
README.md CHANGED
@@ -1,4 +1,6 @@
1
  ---
 
 
2
  license: mit
3
  base_model: indolem/indobert-base-uncased
4
  tags:
 
1
  ---
2
+ language:
3
+ - id
4
  license: mit
5
  base_model: indolem/indobert-base-uncased
6
  tags:
all_results.json CHANGED
@@ -1,49 +1,49 @@
1
  {
2
  "epoch": 100.0,
3
- "eval_LOCATION_f1": 0.9368421052631579,
4
  "eval_LOCATION_number": 93,
5
- "eval_LOCATION_precision": 0.9175257731958762,
6
- "eval_LOCATION_recall": 0.956989247311828,
7
- "eval_ORGANIZATION_f1": 0.9189189189189191,
8
  "eval_ORGANIZATION_number": 166,
9
- "eval_ORGANIZATION_precision": 0.9161676646706587,
10
- "eval_ORGANIZATION_recall": 0.9216867469879518,
11
- "eval_PERSON_f1": 0.9823321554770318,
12
  "eval_PERSON_number": 142,
13
- "eval_PERSON_precision": 0.9858156028368794,
14
- "eval_PERSON_recall": 0.9788732394366197,
15
- "eval_loss": 0.05988968536257744,
16
- "eval_overall_accuracy": 0.9882030178326474,
17
- "eval_overall_f1": 0.9454094292803972,
18
- "eval_overall_precision": 0.9407407407407408,
19
- "eval_overall_recall": 0.9501246882793017,
20
- "eval_runtime": 0.6519,
21
  "eval_samples": 170,
22
- "eval_samples_per_second": 260.761,
23
- "eval_steps_per_second": 4.602,
24
- "predict_LOCATION_f1": 0.9938650306748468,
25
  "predict_LOCATION_number": 245,
26
- "predict_LOCATION_precision": 0.9959016393442623,
27
  "predict_LOCATION_recall": 0.9918367346938776,
28
- "predict_ORGANIZATION_f1": 0.9888198757763975,
29
  "predict_ORGANIZATION_number": 401,
30
- "predict_ORGANIZATION_precision": 0.9851485148514851,
31
- "predict_ORGANIZATION_recall": 0.9925187032418953,
32
  "predict_PERSON_f1": 1.0,
33
  "predict_PERSON_number": 396,
34
  "predict_PERSON_precision": 1.0,
35
  "predict_PERSON_recall": 1.0,
36
- "predict_loss": 0.006320888176560402,
37
- "predict_overall_accuracy": 0.998705222270177,
38
- "predict_overall_f1": 0.9942473633748802,
39
- "predict_overall_precision": 0.9932950191570882,
40
- "predict_overall_recall": 0.9952015355086372,
41
- "predict_runtime": 1.6061,
42
- "predict_samples_per_second": 264.608,
43
- "predict_steps_per_second": 4.358,
44
- "train_loss": 0.037790342985341945,
45
- "train_runtime": 1071.0881,
46
  "train_samples": 1531,
47
- "train_samples_per_second": 142.939,
48
- "train_steps_per_second": 8.963
49
  }
 
1
  {
2
  "epoch": 100.0,
3
+ "eval_LOCATION_f1": 0.9166666666666667,
4
  "eval_LOCATION_number": 93,
5
+ "eval_LOCATION_precision": 0.8888888888888888,
6
+ "eval_LOCATION_recall": 0.946236559139785,
7
+ "eval_ORGANIZATION_f1": 0.9156626506024096,
8
  "eval_ORGANIZATION_number": 166,
9
+ "eval_ORGANIZATION_precision": 0.9156626506024096,
10
+ "eval_ORGANIZATION_recall": 0.9156626506024096,
11
+ "eval_PERSON_f1": 0.9752650176678446,
12
  "eval_PERSON_number": 142,
13
+ "eval_PERSON_precision": 0.9787234042553191,
14
+ "eval_PERSON_recall": 0.971830985915493,
15
+ "eval_loss": 0.06890885531902313,
16
+ "eval_overall_accuracy": 0.9876543209876543,
17
+ "eval_overall_f1": 0.9368029739776952,
18
+ "eval_overall_precision": 0.9310344827586207,
19
+ "eval_overall_recall": 0.942643391521197,
20
+ "eval_runtime": 0.3222,
21
  "eval_samples": 170,
22
+ "eval_samples_per_second": 527.605,
23
+ "eval_steps_per_second": 9.311,
24
+ "predict_LOCATION_f1": 0.9878048780487805,
25
  "predict_LOCATION_number": 245,
26
+ "predict_LOCATION_precision": 0.9838056680161943,
27
  "predict_LOCATION_recall": 0.9918367346938776,
28
+ "predict_ORGANIZATION_f1": 0.9850746268656716,
29
  "predict_ORGANIZATION_number": 401,
30
+ "predict_ORGANIZATION_precision": 0.9826302729528535,
31
+ "predict_ORGANIZATION_recall": 0.9875311720698254,
32
  "predict_PERSON_f1": 1.0,
33
  "predict_PERSON_number": 396,
34
  "predict_PERSON_precision": 1.0,
35
  "predict_PERSON_recall": 1.0,
36
+ "predict_loss": 0.0074606346897780895,
37
+ "predict_overall_accuracy": 0.9983815278377212,
38
+ "predict_overall_f1": 0.9913793103448276,
39
+ "predict_overall_precision": 0.9894837476099426,
40
+ "predict_overall_recall": 0.9932821497120922,
41
+ "predict_runtime": 0.7654,
42
+ "predict_samples_per_second": 555.28,
43
+ "predict_steps_per_second": 9.146,
44
+ "train_loss": 0.03755435147012273,
45
+ "train_runtime": 554.4341,
46
  "train_samples": 1531,
47
+ "train_samples_per_second": 276.137,
48
+ "train_steps_per_second": 17.315
49
  }
eval_results.json CHANGED
@@ -1,24 +1,24 @@
1
  {
2
  "epoch": 100.0,
3
- "eval_LOCATION_f1": 0.9368421052631579,
4
  "eval_LOCATION_number": 93,
5
- "eval_LOCATION_precision": 0.9175257731958762,
6
- "eval_LOCATION_recall": 0.956989247311828,
7
- "eval_ORGANIZATION_f1": 0.9189189189189191,
8
  "eval_ORGANIZATION_number": 166,
9
- "eval_ORGANIZATION_precision": 0.9161676646706587,
10
- "eval_ORGANIZATION_recall": 0.9216867469879518,
11
- "eval_PERSON_f1": 0.9823321554770318,
12
  "eval_PERSON_number": 142,
13
- "eval_PERSON_precision": 0.9858156028368794,
14
- "eval_PERSON_recall": 0.9788732394366197,
15
- "eval_loss": 0.05988968536257744,
16
- "eval_overall_accuracy": 0.9882030178326474,
17
- "eval_overall_f1": 0.9454094292803972,
18
- "eval_overall_precision": 0.9407407407407408,
19
- "eval_overall_recall": 0.9501246882793017,
20
- "eval_runtime": 0.6519,
21
  "eval_samples": 170,
22
- "eval_samples_per_second": 260.761,
23
- "eval_steps_per_second": 4.602
24
  }
 
1
  {
2
  "epoch": 100.0,
3
+ "eval_LOCATION_f1": 0.9166666666666667,
4
  "eval_LOCATION_number": 93,
5
+ "eval_LOCATION_precision": 0.8888888888888888,
6
+ "eval_LOCATION_recall": 0.946236559139785,
7
+ "eval_ORGANIZATION_f1": 0.9156626506024096,
8
  "eval_ORGANIZATION_number": 166,
9
+ "eval_ORGANIZATION_precision": 0.9156626506024096,
10
+ "eval_ORGANIZATION_recall": 0.9156626506024096,
11
+ "eval_PERSON_f1": 0.9752650176678446,
12
  "eval_PERSON_number": 142,
13
+ "eval_PERSON_precision": 0.9787234042553191,
14
+ "eval_PERSON_recall": 0.971830985915493,
15
+ "eval_loss": 0.06890885531902313,
16
+ "eval_overall_accuracy": 0.9876543209876543,
17
+ "eval_overall_f1": 0.9368029739776952,
18
+ "eval_overall_precision": 0.9310344827586207,
19
+ "eval_overall_recall": 0.942643391521197,
20
+ "eval_runtime": 0.3222,
21
  "eval_samples": 170,
22
+ "eval_samples_per_second": 527.605,
23
+ "eval_steps_per_second": 9.311
24
  }
predict_results.json CHANGED
@@ -1,22 +1,22 @@
1
  {
2
- "predict_LOCATION_f1": 0.9938650306748468,
3
  "predict_LOCATION_number": 245,
4
- "predict_LOCATION_precision": 0.9959016393442623,
5
  "predict_LOCATION_recall": 0.9918367346938776,
6
- "predict_ORGANIZATION_f1": 0.9888198757763975,
7
  "predict_ORGANIZATION_number": 401,
8
- "predict_ORGANIZATION_precision": 0.9851485148514851,
9
- "predict_ORGANIZATION_recall": 0.9925187032418953,
10
  "predict_PERSON_f1": 1.0,
11
  "predict_PERSON_number": 396,
12
  "predict_PERSON_precision": 1.0,
13
  "predict_PERSON_recall": 1.0,
14
- "predict_loss": 0.006320888176560402,
15
- "predict_overall_accuracy": 0.998705222270177,
16
- "predict_overall_f1": 0.9942473633748802,
17
- "predict_overall_precision": 0.9932950191570882,
18
- "predict_overall_recall": 0.9952015355086372,
19
- "predict_runtime": 1.6061,
20
- "predict_samples_per_second": 264.608,
21
- "predict_steps_per_second": 4.358
22
  }
 
1
  {
2
+ "predict_LOCATION_f1": 0.9878048780487805,
3
  "predict_LOCATION_number": 245,
4
+ "predict_LOCATION_precision": 0.9838056680161943,
5
  "predict_LOCATION_recall": 0.9918367346938776,
6
+ "predict_ORGANIZATION_f1": 0.9850746268656716,
7
  "predict_ORGANIZATION_number": 401,
8
+ "predict_ORGANIZATION_precision": 0.9826302729528535,
9
+ "predict_ORGANIZATION_recall": 0.9875311720698254,
10
  "predict_PERSON_f1": 1.0,
11
  "predict_PERSON_number": 396,
12
  "predict_PERSON_precision": 1.0,
13
  "predict_PERSON_recall": 1.0,
14
+ "predict_loss": 0.0074606346897780895,
15
+ "predict_overall_accuracy": 0.9983815278377212,
16
+ "predict_overall_f1": 0.9913793103448276,
17
+ "predict_overall_precision": 0.9894837476099426,
18
+ "predict_overall_recall": 0.9932821497120922,
19
+ "predict_runtime": 0.7654,
20
+ "predict_samples_per_second": 555.28,
21
+ "predict_steps_per_second": 9.146
22
  }
predictions.txt CHANGED
@@ -3,22 +3,22 @@ B-PERSON O O O O O O O O O O O O O O O O O O O O O O O O O O O
3
  O B-ORGANIZATION O O O O O B-ORGANIZATION O O O O O
4
  O O O O O O O O O O O B-LOCATION I-LOCATION O
5
  O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O
6
- O O O O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O O
7
  O O O O O O O O O O O B-ORGANIZATION O O O O O O
8
  O O O O O B-PERSON O O O O O O O O O O O
9
  O O O O O O O O O O O O B-PERSON I-PERSON I-PERSON O O B-LOCATION O O B-PERSON I-PERSON O O B-ORGANIZATION B-LOCATION O O B-PERSON I-PERSON O O B-PERSON I-PERSON O O O B-PERSON I-PERSON I-PERSON O
10
  B-PERSON O O O O O O O O O O O O O O B-PERSON O O O O O B-ORGANIZATION O
11
  O O O B-PERSON O B-ORGANIZATION O O O O O O O O O
12
  O O O O O O O O O O O O O O O O O
13
- O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O O O B-LOCATION I-LOCATION O
14
  B-ORGANIZATION O B-PERSON I-PERSON O O O O O O O O O O O O O O O
15
  B-ORGANIZATION O O O O O B-PERSON I-PERSON O O O O O O O O O O
16
- O O O B-LOCATION I-LOCATION B-PERSON I-PERSON I-PERSON O B-PERSON O O B-LOCATION I-LOCATION O O O O O O O B-ORGANIZATION I-ORGANIZATION O
17
  O O O O O O O O B-LOCATION O O O B-LOCATION O O O O O O O O O O O
18
  O O O O O O O O O O O B-LOCATION I-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O O O O O O
19
  O O B-LOCATION O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O B-LOCATION I-LOCATION O
20
  O O O O B-LOCATION O O O O O O B-LOCATION O O O B-PERSON O O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION O B-LOCATION O O O O O O O
21
- O O B-ORGANIZATION O B-LOCATION O O O O O B-LOCATION O
22
  O O O O O O O O O O O O O O B-ORGANIZATION O O O O O O O O O O O O O O O O
23
  O O O O O B-PERSON I-PERSON O O O O O O O O O O O O O O O O O
24
  O O B-ORGANIZATION O O O O O O O O O O O O O O O O O
@@ -143,7 +143,7 @@ B-ORGANIZATION O O O O O O O O O O O O O
143
  O O O O O O O O O O O O O O O O
144
  O O O B-LOCATION O B-LOCATION I-LOCATION O O O O O O O O O O O
145
  B-PERSON O O O B-PERSON O O O O O O B-ORGANIZATION O
146
- O O O O B-ORGANIZATION O O O O O O O O O O O O O B-ORGANIZATION O B-ORGANIZATION O B-ORGANIZATION O O O O B-ORGANIZATION O
147
  O O O O O O O O O O O O B-ORGANIZATION O O O O O O O O O O O O O O O O
148
  O O O O B-PERSON I-PERSON O O O O O O O
149
  B-ORGANIZATION O O O O O O O O O O O O O O O O
@@ -267,7 +267,7 @@ O O O O O O O O O O O O O O O O B-ORGANIZATION O B-ORGANIZATION O O O O O
267
  O O O O O O B-LOCATION I-LOCATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O
268
  O B-ORGANIZATION B-PERSON I-PERSON O O O B-PERSON I-PERSON O O O O O
269
  O B-PERSON I-PERSON O O O O O O O O O O
270
- O O O O O O O O O O O O O O O O O O
271
  O O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O
272
  O O B-ORGANIZATION I-ORGANIZATION O O O B-PERSON I-PERSON O O O O O O O O O B-LOCATION O O O O O O O
273
  O O O O O O O O O O O O B-ORGANIZATION O
@@ -342,7 +342,7 @@ O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANI
342
  O O O O O O O B-ORGANIZATION O O O O O O O O B-ORGANIZATION I-ORGANIZATION O
343
  O O O O O O O O B-LOCATION I-LOCATION I-LOCATION I-LOCATION I-LOCATION I-LOCATION O
344
  O O B-ORGANIZATION O O O B-PERSON I-PERSON O O O O O O O O O
345
- O O O O O O O O O O O O O O O O O O O O O O O O O B-ORGANIZATION O O O O O O O
346
  B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O O O O O O O O O O O O O
347
  B-ORGANIZATION O O O O O O O O O O O O O O O O B-PERSON I-PERSON O
348
  O O O O O O O B-PERSON O O O O O O O
 
3
  O B-ORGANIZATION O O O O O B-ORGANIZATION O O O O O
4
  O O O O O O O O O O O B-LOCATION I-LOCATION O
5
  O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O
6
+ O O O O B-ORGANIZATION I-LOCATION O O O O O O O O O O
7
  O O O O O O O O O O O B-ORGANIZATION O O O O O O
8
  O O O O O B-PERSON O O O O O O O O O O O
9
  O O O O O O O O O O O O B-PERSON I-PERSON I-PERSON O O B-LOCATION O O B-PERSON I-PERSON O O B-ORGANIZATION B-LOCATION O O B-PERSON I-PERSON O O B-PERSON I-PERSON O O O B-PERSON I-PERSON I-PERSON O
10
  B-PERSON O O O O O O O O O O O O O O B-PERSON O O O O O B-ORGANIZATION O
11
  O O O B-PERSON O B-ORGANIZATION O O O O O O O O O
12
  O O O O O O O O O O O O O O O O O
13
+ O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O B-ORGANIZATION O B-LOCATION I-LOCATION O
14
  B-ORGANIZATION O B-PERSON I-PERSON O O O O O O O O O O O O O O O
15
  B-ORGANIZATION O O O O O B-PERSON I-PERSON O O O O O O O O O O
16
+ O O O B-LOCATION I-LOCATION B-PERSON I-PERSON I-PERSON O B-PERSON O B-ORGANIZATION B-LOCATION I-LOCATION O O O O O O O B-ORGANIZATION I-ORGANIZATION O
17
  O O O O O O O O B-LOCATION O O O B-LOCATION O O O O O O O O O O O
18
  O O O O O O O O O O O B-LOCATION I-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O O O O O O
19
  O O B-LOCATION O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O B-LOCATION I-LOCATION O
20
  O O O O B-LOCATION O O O O O O B-LOCATION O O O B-PERSON O O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION O B-LOCATION O O O O O O O
21
+ O O B-LOCATION O B-LOCATION O O O O O B-LOCATION O
22
  O O O O O O O O O O O O O O B-ORGANIZATION O O O O O O O O O O O O O O O O
23
  O O O O O B-PERSON I-PERSON O O O O O O O O O O O O O O O O O
24
  O O B-ORGANIZATION O O O O O O O O O O O O O O O O O
 
143
  O O O O O O O O O O O O O O O O
144
  O O O B-LOCATION O B-LOCATION I-LOCATION O O O O O O O O O O O
145
  B-PERSON O O O B-PERSON O O O O O O B-ORGANIZATION O
146
+ O O O O B-ORGANIZATION O O O O O O O O O O O O O B-ORGANIZATION O B-ORGANIZATION O O O O O O B-ORGANIZATION O
147
  O O O O O O O O O O O O B-ORGANIZATION O O O O O O O O O O O O O O O O
148
  O O O O B-PERSON I-PERSON O O O O O O O
149
  B-ORGANIZATION O O O O O O O O O O O O O O O O
 
267
  O O O O O O B-LOCATION I-LOCATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O
268
  O B-ORGANIZATION B-PERSON I-PERSON O O O B-PERSON I-PERSON O O O O O
269
  O B-PERSON I-PERSON O O O O O O O O O O
270
+ O O O O O O O O O O O O B-LOCATION O O O O O
271
  O O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O
272
  O O B-ORGANIZATION I-ORGANIZATION O O O B-PERSON I-PERSON O O O O O O O O O B-LOCATION O O O O O O O
273
  O O O O O O O O O O O O B-ORGANIZATION O
 
342
  O O O O O O O B-ORGANIZATION O O O O O O O O B-ORGANIZATION I-ORGANIZATION O
343
  O O O O O O O O B-LOCATION I-LOCATION I-LOCATION I-LOCATION I-LOCATION I-LOCATION O
344
  O O B-ORGANIZATION O O O B-PERSON I-PERSON O O O O O O O O O
345
+ O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
346
  B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O O O O O O O O O O O O O
347
  B-ORGANIZATION O O O O O O O O O O O O O O O O B-PERSON I-PERSON O
348
  O O O O O O O B-PERSON O O O O O O O
runs/Jun04_03-46-43_a358b85c7679/events.out.tfevents.1717473372.a358b85c7679.468748.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d1e7168fc86943e405aef142dbb6a1bbf869b77c4706194f50dbb5e8cde0e777
3
+ size 1305
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 100.0,
3
- "train_loss": 0.037790342985341945,
4
- "train_runtime": 1071.0881,
5
  "train_samples": 1531,
6
- "train_samples_per_second": 142.939,
7
- "train_steps_per_second": 8.963
8
  }
 
1
  {
2
  "epoch": 100.0,
3
+ "train_loss": 0.03755435147012273,
4
+ "train_runtime": 554.4341,
5
  "train_samples": 1531,
6
+ "train_samples_per_second": 276.137,
7
+ "train_steps_per_second": 17.315
8
  }
trainer_state.json CHANGED
The diff for this file is too large to render. See raw diff