End of training

README.md

@@ -1,4 +1,6 @@
 ---
+language:
+- id
 license: mit
 base_model: indolem/indobert-base-uncased
 tags:

all_results.json

@@ -1,49 +1,49 @@
 {
     "epoch": 100.0,
-    "eval_LOCATION_f1": 0.9282700421940928,
+    "eval_LOCATION_f1": 0.9446808510638298,
     "eval_LOCATION_number": 116,
-    "eval_LOCATION_precision": 0.9090909090909091,
-    "eval_LOCATION_recall": 0.9482758620689655,
-    "eval_ORGANIZATION_f1": 0.9579288025889968,
+    "eval_LOCATION_precision": 0.9327731092436975,
+    "eval_LOCATION_recall": 0.9568965517241379,
+    "eval_ORGANIZATION_f1": 0.9449838187702266,
     "eval_ORGANIZATION_number": 158,
-    "eval_ORGANIZATION_precision": 0.9801324503311258,
-    "eval_ORGANIZATION_recall": 0.9367088607594937,
-    "eval_PERSON_f1": 0.9799196787148594,
+    "eval_ORGANIZATION_precision": 0.9668874172185431,
+    "eval_ORGANIZATION_recall": 0.9240506329113924,
+    "eval_PERSON_f1": 0.9840000000000001,
     "eval_PERSON_number": 124,
-    "eval_PERSON_precision": 0.976,
-    "eval_PERSON_recall": 0.9838709677419355,
-    "eval_loss": 0.049376122653484344,
+    "eval_PERSON_precision": 0.9761904761904762,
+    "eval_PERSON_recall": 0.9919354838709677,
+    "eval_loss": 0.0468829870223999,
     "eval_overall_accuracy": 0.9912160307438924,
-    "eval_overall_f1": 0.9559748427672956,
-    "eval_overall_precision": 0.9571788413098237,
+    "eval_overall_f1": 0.9571788413098236,
+    "eval_overall_precision": 0.9595959595959596,
     "eval_overall_recall": 0.9547738693467337,
-    "eval_runtime": 0.6577,
+    "eval_runtime": 0.3117,
     "eval_samples": 170,
-    "eval_samples_per_second": 258.492,
-    "eval_steps_per_second": 4.562,
-    "predict_LOCATION_f1": 0.9729729729729729,
+    "eval_samples_per_second": 545.43,
+    "eval_steps_per_second": 9.625,
+    "predict_LOCATION_f1": 0.9812889812889813,
     "predict_LOCATION_number": 237,
-    "predict_LOCATION_precision": 0.9590163934426229,
-    "predict_LOCATION_recall": 0.9873417721518988,
-    "predict_ORGANIZATION_f1": 0.989522700814901,
+    "predict_LOCATION_precision": 0.9672131147540983,
+    "predict_LOCATION_recall": 0.9957805907172996,
+    "predict_ORGANIZATION_f1": 0.9871645274212368,
     "predict_ORGANIZATION_number": 431,
-    "predict_ORGANIZATION_precision": 0.9929906542056075,
-    "predict_ORGANIZATION_recall": 0.9860788863109049,
-    "predict_PERSON_f1": 0.9973045822102425,
+    "predict_ORGANIZATION_precision": 0.9929577464788732,
+    "predict_ORGANIZATION_recall": 0.9814385150812065,
+    "predict_PERSON_f1": 0.9932523616734144,
     "predict_PERSON_number": 371,
-    "predict_PERSON_precision": 0.9973045822102425,
-    "predict_PERSON_recall": 0.9973045822102425,
-    "predict_loss": 0.005753429140895605,
-    "predict_overall_accuracy": 0.9985200845665962,
-    "predict_overall_f1": 0.9884726224783862,
-    "predict_overall_precision": 0.9865771812080537,
-    "predict_overall_recall": 0.9903753609239654,
-    "predict_runtime": 1.9073,
-    "predict_samples_per_second": 222.825,
-    "predict_steps_per_second": 3.67,
-    "train_loss": 0.035835961190362774,
-    "train_runtime": 1119.0892,
+    "predict_PERSON_precision": 0.9945945945945946,
+    "predict_PERSON_recall": 0.9919137466307277,
+    "predict_loss": 0.007485101465135813,
+    "predict_overall_accuracy": 0.9980972515856237,
+    "predict_overall_f1": 0.987974987974988,
+    "predict_overall_precision": 0.9875,
+    "predict_overall_recall": 0.9884504331087585,
+    "predict_runtime": 0.8221,
+    "predict_samples_per_second": 516.943,
+    "predict_steps_per_second": 8.514,
+    "train_loss": 0.03746084541703264,
+    "train_runtime": 563.6334,
     "train_samples": 1531,
-    "train_samples_per_second": 136.808,
-    "train_steps_per_second": 8.578
+    "train_samples_per_second": 271.63,
+    "train_steps_per_second": 17.032
 }

eval_results.json

@@ -1,24 +1,24 @@
 {
     "epoch": 100.0,
-    "eval_LOCATION_f1": 0.9282700421940928,
+    "eval_LOCATION_f1": 0.9446808510638298,
     "eval_LOCATION_number": 116,
-    "eval_LOCATION_precision": 0.9090909090909091,
-    "eval_LOCATION_recall": 0.9482758620689655,
-    "eval_ORGANIZATION_f1": 0.9579288025889968,
+    "eval_LOCATION_precision": 0.9327731092436975,
+    "eval_LOCATION_recall": 0.9568965517241379,
+    "eval_ORGANIZATION_f1": 0.9449838187702266,
     "eval_ORGANIZATION_number": 158,
-    "eval_ORGANIZATION_precision": 0.9801324503311258,
-    "eval_ORGANIZATION_recall": 0.9367088607594937,
-    "eval_PERSON_f1": 0.9799196787148594,
+    "eval_ORGANIZATION_precision": 0.9668874172185431,
+    "eval_ORGANIZATION_recall": 0.9240506329113924,
+    "eval_PERSON_f1": 0.9840000000000001,
     "eval_PERSON_number": 124,
-    "eval_PERSON_precision": 0.976,
-    "eval_PERSON_recall": 0.9838709677419355,
-    "eval_loss": 0.049376122653484344,
+    "eval_PERSON_precision": 0.9761904761904762,
+    "eval_PERSON_recall": 0.9919354838709677,
+    "eval_loss": 0.0468829870223999,
     "eval_overall_accuracy": 0.9912160307438924,
-    "eval_overall_f1": 0.9559748427672956,
-    "eval_overall_precision": 0.9571788413098237,
+    "eval_overall_f1": 0.9571788413098236,
+    "eval_overall_precision": 0.9595959595959596,
     "eval_overall_recall": 0.9547738693467337,
-    "eval_runtime": 0.6577,
+    "eval_runtime": 0.3117,
     "eval_samples": 170,
-    "eval_samples_per_second": 258.492,
-    "eval_steps_per_second": 4.562
+    "eval_samples_per_second": 545.43,
+    "eval_steps_per_second": 9.625
 }

predict_results.json

@@ -1,22 +1,22 @@
 {
-    "predict_LOCATION_f1": 0.9729729729729729,
+    "predict_LOCATION_f1": 0.9812889812889813,
     "predict_LOCATION_number": 237,
-    "predict_LOCATION_precision": 0.9590163934426229,
-    "predict_LOCATION_recall": 0.9873417721518988,
-    "predict_ORGANIZATION_f1": 0.989522700814901,
+    "predict_LOCATION_precision": 0.9672131147540983,
+    "predict_LOCATION_recall": 0.9957805907172996,
+    "predict_ORGANIZATION_f1": 0.9871645274212368,
     "predict_ORGANIZATION_number": 431,
-    "predict_ORGANIZATION_precision": 0.9929906542056075,
-    "predict_ORGANIZATION_recall": 0.9860788863109049,
-    "predict_PERSON_f1": 0.9973045822102425,
+    "predict_ORGANIZATION_precision": 0.9929577464788732,
+    "predict_ORGANIZATION_recall": 0.9814385150812065,
+    "predict_PERSON_f1": 0.9932523616734144,
     "predict_PERSON_number": 371,
-    "predict_PERSON_precision": 0.9973045822102425,
-    "predict_PERSON_recall": 0.9973045822102425,
-    "predict_loss": 0.005753429140895605,
-    "predict_overall_accuracy": 0.9985200845665962,
-    "predict_overall_f1": 0.9884726224783862,
-    "predict_overall_precision": 0.9865771812080537,
-    "predict_overall_recall": 0.9903753609239654,
-    "predict_runtime": 1.9073,
-    "predict_samples_per_second": 222.825,
-    "predict_steps_per_second": 3.67
+    "predict_PERSON_precision": 0.9945945945945946,
+    "predict_PERSON_recall": 0.9919137466307277,
+    "predict_loss": 0.007485101465135813,
+    "predict_overall_accuracy": 0.9980972515856237,
+    "predict_overall_f1": 0.987974987974988,
+    "predict_overall_precision": 0.9875,
+    "predict_overall_recall": 0.9884504331087585,
+    "predict_runtime": 0.8221,
+    "predict_samples_per_second": 516.943,
+    "predict_steps_per_second": 8.514
 }

predictions.txt

@@ -5,8 +5,8 @@ O B-LOCATION O O B-LOCATION 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 B-PERSON O O O O O O
 O O O O B-PERSON O O O O O O O O O O O O O O O O O O B-PERSON O O O O O O O O
-B-PERSON O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O
-O O B-LOCATION I-LOCATION O O O O O O O O O O O I-LOCATION O O O O O O O O
+B-PERSON O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O B-ORGANIZATION I-ORGANIZATION O O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O
+O O B-LOCATION I-LOCATION O O O O O O O O O O B-LOCATION I-LOCATION O O O O O O O O
 B-LOCATION O O O O O O O B-LOCATION O O O
 O O O O O O O O O B-PERSON I-PERSON O O B-PERSON I-PERSON O
 O O O O O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O O O B-LOCATION I-LOCATION O
@@ -18,9 +18,9 @@ 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 O B-PERSON O
 O O B-ORGANIZATION 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 O O O O
 O O O B-ORGANIZATION O O O O O O O O O O O O O
-B-PERSON O O O O O O O O O O O O O O O
+B-PERSON O O O O O O O O O O O O O B-LOCATION O
 O O O O O O B-ORGANIZATION O O O O B-ORGANIZATION O
-O B-ORGANIZATION O O O O O O O O O B-ORGANIZATION O O O O O B-PERSON I-PERSON O O B-ORGANIZATION I-ORGANIZATION B-ORGANIZATION O B-PERSON O
+O B-ORGANIZATION O O O O O O O O O B-ORGANIZATION O O O O O B-PERSON I-PERSON O O O O B-ORGANIZATION O B-PERSON O
 O O O O O O O O O O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION O
 O O O O O O O B-LOCATION I-LOCATION O O O O O O O O O O O O O O O B-LOCATION I-LOCATION O O O O O O O O O O B-PERSON O
 O O B-PERSON O O B-PERSON O O O O O O O O
@@ -37,7 +37,7 @@ O O B-LOCATION O B-PERSON 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 O B-LOCATION O O O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O O O O B-LOCATION O
 B-PERSON O O O O O O O O O O O O O
-O O O O O B-LOCATION O O O O O B-LOCATION O O O O O O O O O B-LOCATION O O B-LOCATION O B-LOCATION O B-LOCATION O B-LOCATION O B-ORGANIZATION O O O O O B-ORGANIZATION O B-ORGANIZATION O O O O
+O O O O O B-LOCATION O O O O O B-LOCATION O O O O O O O O O B-LOCATION O O B-LOCATION O B-LOCATION O B-LOCATION O B-LOCATION O O O O O O O B-ORGANIZATION O B-ORGANIZATION O O O O
 O O O O O O O O O O O O O B-ORGANIZATION O O O O O
 B-LOCATION O B-ORGANIZATION I-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION O O O O O O
 O O O O O O O B-LOCATION O O O O O O O O O O O B-PERSON O O O O O
@@ -78,7 +78,7 @@ B-ORGANIZATION O O O O O O O O O O
 O O O O B-PERSON O O O O O O O O O O O
 B-PERSON O O O O O O O O O O
 O O O O O O O O O B-ORGANIZATION I-ORGANIZATION B-ORGANIZATION I-ORGANIZATION O
-O O O O O O O O O B-PERSON O B-LOCATION O B-LOCATION I-ORGANIZATION O O O O O O
+O O O O O O O O O B-PERSON O B-LOCATION O B-LOCATION I-LOCATION O O O O O O
 O O O O B-LOCATION I-LOCATION I-LOCATION I-LOCATION O O O O O O O O
 O B-ORGANIZATION I-ORGANIZATION O B-PERSON I-PERSON O O O O B-PERSON I-PERSON O B-PERSON O
 O O O O O O O O O O O O O O O O O O B-PERSON O
@@ -279,7 +279,7 @@ O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANI
 O O B-PERSON I-PERSON O O B-LOCATION O O O O
 O B-PERSON O O O O O O O O O O O O B-ORGANIZATION B-PERSON I-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 B-ORGANIZATION O O O O O O B-PERSON O
+O O O O O O O B-ORGANIZATION O B-ORGANIZATION O O O O O O B-PERSON O
 O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O B-ORGANIZATION 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 B-ORGANIZATION I-ORGANIZATION O O O O B-ORGANIZATION I-ORGANIZATION O O O O O O O O O O O O
@@ -299,7 +299,7 @@ O O O O O B-ORGANIZATION O O O O O O O O O O O O O O O O O O O O B-ORGANIZATION
 O O B-LOCATION I-LOCATION I-LOCATION O O O O O O O O O O O O B-PERSON O
 O O O O O O O O O O O O O O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O
 O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O O O O O O O O O O O B-ORGANIZATION O
-O O O O O B-ORGANIZATION B-PERSON I-PERSON O O O O B-ORGANIZATION O B-LOCATION O B-LOCATION O O O O O O
+O O O O O B-ORGANIZATION B-PERSON I-PERSON O O O O B-ORGANIZATION O O O B-LOCATION O O O O O O
 B-LOCATION O O O B-ORGANIZATION O B-PERSON I-PERSON O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-PERSON I-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 B-PERSON O
 O O O O B-ORGANIZATION I-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O O O O O O O
@@ -309,7 +309,7 @@ O O O O O O O O O O O O O O O O B-LOCATION I-LOCATION O B-LOCATION I-LOCATION O
 B-PERSON O O O O O B-ORGANIZATION 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-PERSON O O B-ORGANIZATION 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 B-PERSON I-PERSON O
-O O B-LOCATION B-ORGANIZATION I-PERSON O O O O O O O O O O O O O
+O O B-LOCATION B-PERSON I-PERSON O O O O O O O O O O O O O
 O O O O O O O O O B-PERSON O O O O O
 O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O B-PERSON I-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 O B-LOCATION O O O O O B-PERSON O B-PERSON O B-LOCATION I-LOCATION O B-LOCATION I-LOCATION I-LOCATION I-LOCATION O B-LOCATION I-LOCATION O O O O O O
@@ -367,7 +367,7 @@ O B-LOCATION I-LOCATION 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 B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O B-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION I-ORGANIZATION O
 O O O O O O O B-ORGANIZATION I-ORGANIZATION B-PERSON O O B-PERSON O O O O O O
 O O O O O O O O O O O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O B-ORGANIZATION O O O O B-LOCATION I-LOCATION O
-O O O O O O O O O O O O O O O O O O O O B-PERSON I-PERSON O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O O O O B-ORGANIZATION O
+O O O O O O O O O O O O O O O O O O O O O I-PERSON O B-ORGANIZATION I-ORGANIZATION I-ORGANIZATION I-ORGANIZATION O O O O B-ORGANIZATION 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 B-PERSON O
 O O O O O O O B-ORGANIZATION O O O B-ORGANIZATION O
 B-PERSON O O O O O O O O B-ORGANIZATION O O B-LOCATION I-LOCATION O B-LOCATION I-LOCATION I-LOCATION O B-LOCATION O B-LOCATION I-LOCATION O O O O O O
@@ -422,4 +422,4 @@ O O O O O O O O O O O O O O O B-ORGANIZATION I-ORGANIZATION O
 O O O O O O O O O O O O O O B-PERSON O O O O O O O O O B-ORGANIZATION O O O O O O
 O O O B-PERSON I-PERSON O O O O O O O O O O O O O O B-LOCATION I-LOCATION O
 O B-LOCATION I-LOCATION O O O O O O O O O O O B-LOCATION O O O O B-ORGANIZATION I-ORGANIZATION O O O
-B-PERSON I-PERSON O O O O O O O B-PERSON O O O O B-LOCATION O B-LOCATION O O O O O
+B-PERSON I-PERSON O O O O O O O B-ORGANIZATION O O O O B-LOCATION O B-LOCATION O O O O O

runs/Jun04_03-27-12_a358b85c7679/events.out.tfevents.1717472210.a358b85c7679.461170.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98cb3b25ef65920ade5c9f9f5d1d5dd29036b77e2c0a434671f630e0f031e5be
+size 1305

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 100.0,
-    "train_loss": 0.035835961190362774,
-    "train_runtime": 1119.0892,
+    "train_loss": 0.03746084541703264,
+    "train_runtime": 563.6334,
     "train_samples": 1531,
-    "train_samples_per_second": 136.808,
-    "train_steps_per_second": 8.578
+    "train_samples_per_second": 271.63,
+    "train_steps_per_second": 17.032
 }