End of training
Browse files- all_results.json +40 -0
- cf.png +2 -2
- cf.txt +7 -7
- class_report.txt +8 -8
- eval_results.json +35 -0
- train_results.json +8 -0
- trainer_state.json +1284 -0
all_results.json
ADDED
|
@@ -0,0 +1,40 @@
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{
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| 2 |
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"epoch": 15.0,
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| 3 |
+
"eval_accuracy": 0.7692864248892105,
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| 4 |
+
"eval_b_acc": 0.6473316796627765,
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| 5 |
+
"eval_f1": 0.6599026308980849,
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| 6 |
+
"eval_f1_anger": 0.6526917579799905,
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| 7 |
+
"eval_f1_disgust": 0.4974271012006861,
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| 8 |
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"eval_f1_fear": 0.6937537901758642,
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| 9 |
+
"eval_f1_joy": 0.7607195147458691,
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| 10 |
+
"eval_f1_neutral": 0.8510657804263121,
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| 11 |
+
"eval_f1_sadness": 0.7018284106891702,
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| 12 |
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"eval_f1_surprise": 0.4618320610687023,
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| 13 |
+
"eval_loss": 0.6492074131965637,
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| 14 |
+
"eval_micro_f1": 0.7692864248892105,
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| 15 |
+
"eval_prec": 0.6782942019153151,
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| 16 |
+
"eval_prec_anger": 0.6489815253434391,
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| 17 |
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"eval_prec_disgust": 0.47854785478547857,
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| 18 |
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"eval_prec_fear": 0.7204030226700252,
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| 19 |
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"eval_prec_joy": 0.76056043496445,
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| 20 |
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"eval_prec_neutral": 0.8315864910866254,
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| 21 |
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"eval_prec_sadness": 0.7425595238095238,
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| 22 |
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"eval_prec_surprise": 0.5654205607476636,
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| 23 |
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"eval_recall": 0.6473316796627765,
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| 24 |
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"eval_recall_anger": 0.6564446574029708,
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| 25 |
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"eval_recall_disgust": 0.5178571428571429,
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| 26 |
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"eval_recall_fear": 0.6690058479532164,
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| 27 |
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"eval_recall_joy": 0.7608786610878661,
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| 28 |
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"eval_recall_neutral": 0.8714795343597447,
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| 29 |
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"eval_recall_sadness": 0.6653333333333333,
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| 30 |
+
"eval_recall_surprise": 0.3903225806451613,
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| 31 |
+
"eval_runtime": 55.906,
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| 32 |
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"eval_samples": 22114,
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| 33 |
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"eval_samples_per_second": 395.557,
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| 34 |
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"eval_steps_per_second": 24.738,
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| 35 |
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"train_loss": 0.6324699354120314,
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| 36 |
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"train_runtime": 16542.718,
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| 37 |
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"train_samples": 197768,
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| 38 |
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"train_samples_per_second": 179.325,
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| 39 |
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"train_steps_per_second": 1.401
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| 40 |
+
}
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cf.png
CHANGED
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Git LFS Details
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Git LFS Details
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cf.txt
CHANGED
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@@ -1,7 +1,7 @@
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| 1 |
-
6.
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| 2 |
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1.
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3.
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5.
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6.564446574029707548e-01 4.935313847628174100e-02 2.156205079060852930e-02 4.983229516051748687e-02 1.557259223766171430e-01 4.839482510781025620e-02 1.868711068519405757e-02
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| 2 |
+
1.553571428571428603e-01 5.178571428571429047e-01 5.714285714285714107e-02 5.357142857142856845e-02 8.035714285714286309e-02 1.178571428571428548e-01 1.785714285714285615e-02
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| 3 |
+
6.081871345029239706e-02 2.339181286549707472e-02 6.690058479532163815e-01 5.029239766081871482e-02 1.204678362573099459e-01 4.678362573099414945e-02 2.923976608187134341e-02
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| 4 |
+
1.966527196652719661e-02 4.184100418410041482e-03 5.020920502092050125e-03 7.608786610878660595e-01 1.797071129707112913e-01 1.715481171548116981e-02 1.338912133891213309e-02
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| 5 |
+
3.191888847164851828e-02 5.538865940668419481e-03 2.910251595944423567e-03 6.102140443109275308e-02 8.714795343597446786e-01 1.727375140818625601e-02 9.857303792714983484e-03
|
| 6 |
+
5.111111111111111410e-02 4.044444444444444259e-02 2.666666666666666838e-02 5.333333333333333676e-02 1.471111111111111092e-01 6.653333333333333321e-01 1.600000000000000033e-02
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| 7 |
+
5.698924731182795911e-02 2.473118279569892428e-02 3.225806451612903136e-02 2.129032258064516014e-01 2.333333333333333370e-01 4.946236559139784855e-02 3.903225806451612878e-01
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class_report.txt
CHANGED
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@@ -1,13 +1,13 @@
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
-
0anger 0.
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| 4 |
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1disgust 0.
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| 5 |
-
2fear 0.
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| 6 |
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3joy 0.
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| 7 |
-
4neutral 0.
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| 8 |
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5sadness 0.
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| 9 |
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6surprise 0.
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| 10 |
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| 11 |
accuracy 0.77 22114
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| 12 |
-
macro avg 0.
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| 13 |
weighted avg 0.77 0.77 0.77 22114
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
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0anger 0.65 0.66 0.65 2087
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| 4 |
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1disgust 0.48 0.52 0.50 560
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| 5 |
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2fear 0.72 0.67 0.69 855
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| 6 |
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3joy 0.76 0.76 0.76 4780
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| 7 |
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4neutral 0.83 0.87 0.85 10652
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| 8 |
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5sadness 0.74 0.67 0.70 2250
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| 9 |
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6surprise 0.57 0.39 0.46 930
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| 10 |
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| 11 |
accuracy 0.77 22114
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| 12 |
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macro avg 0.68 0.65 0.66 22114
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| 13 |
weighted avg 0.77 0.77 0.77 22114
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eval_results.json
ADDED
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@@ -0,0 +1,35 @@
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{
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| 2 |
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"epoch": 15.0,
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| 3 |
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"eval_accuracy": 0.7692864248892105,
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| 4 |
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"eval_b_acc": 0.6473316796627765,
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| 5 |
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"eval_f1": 0.6599026308980849,
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| 6 |
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"eval_f1_anger": 0.6526917579799905,
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| 7 |
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"eval_f1_disgust": 0.4974271012006861,
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| 8 |
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"eval_f1_fear": 0.6937537901758642,
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| 9 |
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"eval_f1_joy": 0.7607195147458691,
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| 10 |
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"eval_f1_neutral": 0.8510657804263121,
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| 11 |
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"eval_f1_sadness": 0.7018284106891702,
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| 12 |
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"eval_f1_surprise": 0.4618320610687023,
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| 13 |
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"eval_loss": 0.6492074131965637,
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| 14 |
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"eval_micro_f1": 0.7692864248892105,
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| 15 |
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"eval_prec": 0.6782942019153151,
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| 16 |
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"eval_prec_anger": 0.6489815253434391,
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| 17 |
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"eval_prec_disgust": 0.47854785478547857,
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| 18 |
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"eval_prec_fear": 0.7204030226700252,
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| 19 |
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"eval_prec_joy": 0.76056043496445,
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| 20 |
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"eval_prec_neutral": 0.8315864910866254,
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| 21 |
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"eval_prec_sadness": 0.7425595238095238,
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| 22 |
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"eval_prec_surprise": 0.5654205607476636,
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| 23 |
+
"eval_recall": 0.6473316796627765,
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| 24 |
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"eval_recall_anger": 0.6564446574029708,
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| 25 |
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"eval_recall_disgust": 0.5178571428571429,
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| 26 |
+
"eval_recall_fear": 0.6690058479532164,
|
| 27 |
+
"eval_recall_joy": 0.7608786610878661,
|
| 28 |
+
"eval_recall_neutral": 0.8714795343597447,
|
| 29 |
+
"eval_recall_sadness": 0.6653333333333333,
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| 30 |
+
"eval_recall_surprise": 0.3903225806451613,
|
| 31 |
+
"eval_runtime": 55.906,
|
| 32 |
+
"eval_samples": 22114,
|
| 33 |
+
"eval_samples_per_second": 395.557,
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| 34 |
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"eval_steps_per_second": 24.738
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| 35 |
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}
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train_results.json
ADDED
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@@ -0,0 +1,8 @@
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{
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| 2 |
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"epoch": 15.0,
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| 3 |
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"train_loss": 0.6324699354120314,
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| 4 |
+
"train_runtime": 16542.718,
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| 5 |
+
"train_samples": 197768,
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| 6 |
+
"train_samples_per_second": 179.325,
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| 7 |
+
"train_steps_per_second": 1.401
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| 8 |
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}
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trainer_state.json
ADDED
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@@ -0,0 +1,1284 @@
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| 1 |
+
{
|
| 2 |
+
"best_metric": 0.6599026308980849,
|
| 3 |
+
"best_model_checkpoint": ".exp/lora/lora-roberta-large-no-roller/checkpoint-18544",
|
| 4 |
+
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