End of training
Browse files- all_results.json +40 -0
- cf.png +2 -2
- cf.txt +7 -7
- class_report.txt +6 -6
- eval_results.json +35 -0
- train_results.json +8 -0
- trainer_state.json +1284 -0
all_results.json
ADDED
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@@ -0,0 +1,40 @@
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{
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"epoch": 10.0,
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| 3 |
+
"eval_accuracy": 0.7225612618533471,
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| 4 |
+
"eval_b_acc": 0.6754170232971344,
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| 5 |
+
"eval_f1": 0.6758408145372563,
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| 6 |
+
"eval_f1_anger": 0.6415403523146251,
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| 7 |
+
"eval_f1_disgust": 0.503267973856209,
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| 8 |
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"eval_f1_fear": 0.7679837892603849,
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| 9 |
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"eval_f1_joy": 0.8434674150296227,
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| 10 |
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"eval_f1_neutral": 0.6764446015197032,
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| 11 |
+
"eval_f1_sadness": 0.7474089428486822,
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| 12 |
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"eval_f1_surprise": 0.5507726269315674,
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| 13 |
+
"eval_loss": 0.7707870006561279,
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| 14 |
+
"eval_micro_f1": 0.7225612618533471,
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| 15 |
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"eval_prec": 0.6769915051347423,
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| 16 |
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"eval_prec_anger": 0.6503322259136213,
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| 17 |
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"eval_prec_disgust": 0.5150501672240803,
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| 18 |
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"eval_prec_fear": 0.7595190380761523,
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| 19 |
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"eval_prec_joy": 0.8169737239504682,
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| 20 |
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"eval_prec_neutral": 0.7003293084522503,
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| 21 |
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"eval_prec_sadness": 0.7354312354312355,
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| 22 |
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"eval_prec_surprise": 0.5613048368953881,
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| 23 |
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"eval_recall": 0.6754170232971344,
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| 24 |
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"eval_recall_anger": 0.6329830234438156,
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| 25 |
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"eval_recall_disgust": 0.49201277955271566,
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| 26 |
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"eval_recall_fear": 0.7766393442622951,
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| 27 |
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"eval_recall_joy": 0.8717370286819207,
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| 28 |
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"eval_recall_neutral": 0.6541353383458647,
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| 29 |
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"eval_recall_sadness": 0.7597832630945214,
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| 30 |
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"eval_recall_surprise": 0.5406283856988082,
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| 31 |
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"eval_runtime": 24.6691,
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| 32 |
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"eval_samples": 10651,
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| 33 |
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"eval_samples_per_second": 431.755,
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| 34 |
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"eval_steps_per_second": 6.77,
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| 35 |
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"train_loss": 0.7460671546370895,
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| 36 |
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"train_runtime": 4596.3933,
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| 37 |
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"train_samples": 86275,
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| 38 |
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"train_samples_per_second": 187.702,
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| 39 |
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"train_steps_per_second": 1.469
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| 40 |
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}
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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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6.
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1.
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4.
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5.
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6.329830234438156289e-01 5.901374292643492281e-02 2.021018593371059005e-02 6.548100242522231218e-02 1.253031527890056673e-01 5.982215036378334821e-02 3.718674211802748542e-02
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| 2 |
+
2.268370607028754038e-01 4.920127795527156622e-01 6.389776357827475772e-02 4.472843450479233041e-02 6.709265175718849561e-02 8.945686900958466081e-02 1.597444089456868943e-02
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| 3 |
+
4.918032786885245811e-02 2.663934426229508032e-02 7.766393442622950838e-01 2.459016393442622905e-02 3.483606557377048885e-02 5.942622950819671790e-02 2.868852459016393505e-02
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| 4 |
+
1.546890106348694852e-02 2.255881405091846731e-03 4.189494038027714862e-03 8.717370286819207115e-01 7.476635514018691031e-02 1.353528843055108039e-02 1.804705124073477385e-02
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| 5 |
+
5.468215994531783891e-02 8.885850991114149777e-03 7.860560492139439387e-03 1.213260423786739622e-01 6.541353383458646809e-01 7.245386192754613153e-02 8.065618591934381465e-02
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| 6 |
+
4.214328717639975741e-02 1.444912703190848885e-02 1.264298615291992861e-02 3.371462974111980732e-02 1.173991571342564710e-01 7.597832630945213772e-01 1.986754966887417304e-02
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| 7 |
+
5.200433369447454018e-02 2.166847237269772363e-03 1.950162513542795170e-02 9.534127843986998918e-02 2.156013001083423586e-01 7.475622968580715455e-02 5.406283856988082226e-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 |
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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 |
3joy 0.82 0.87 0.84 3103
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| 7 |
4neutral 0.70 0.65 0.68 2926
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| 8 |
-
5sadness 0.
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| 9 |
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6surprise 0.
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| 10 |
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| 11 |
accuracy 0.72 10651
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| 12 |
-
macro avg 0.68 0.
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| 13 |
weighted avg 0.72 0.72 0.72 10651
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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 0.63 0.64 1237
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| 4 |
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1disgust 0.52 0.49 0.50 313
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| 5 |
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2fear 0.76 0.78 0.77 488
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| 6 |
3joy 0.82 0.87 0.84 3103
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| 7 |
4neutral 0.70 0.65 0.68 2926
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| 8 |
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5sadness 0.74 0.76 0.75 1661
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| 9 |
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6surprise 0.56 0.54 0.55 923
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| 10 |
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| 11 |
accuracy 0.72 10651
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| 12 |
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macro avg 0.68 0.68 0.68 10651
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| 13 |
weighted avg 0.72 0.72 0.72 10651
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eval_results.json
ADDED
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@@ -0,0 +1,35 @@
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{
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"epoch": 10.0,
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| 3 |
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"eval_accuracy": 0.7225612618533471,
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| 4 |
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"eval_b_acc": 0.6754170232971344,
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| 5 |
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"eval_f1": 0.6758408145372563,
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| 6 |
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"eval_f1_anger": 0.6415403523146251,
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| 7 |
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"eval_f1_disgust": 0.503267973856209,
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| 8 |
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"eval_f1_fear": 0.7679837892603849,
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| 9 |
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"eval_f1_joy": 0.8434674150296227,
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| 10 |
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"eval_f1_neutral": 0.6764446015197032,
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| 11 |
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"eval_f1_sadness": 0.7474089428486822,
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| 12 |
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"eval_f1_surprise": 0.5507726269315674,
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| 13 |
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"eval_loss": 0.7707870006561279,
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| 14 |
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"eval_micro_f1": 0.7225612618533471,
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| 15 |
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"eval_prec": 0.6769915051347423,
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| 16 |
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"eval_prec_anger": 0.6503322259136213,
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| 17 |
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"eval_prec_disgust": 0.5150501672240803,
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| 18 |
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"eval_prec_fear": 0.7595190380761523,
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| 19 |
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"eval_prec_joy": 0.8169737239504682,
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| 20 |
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"eval_prec_neutral": 0.7003293084522503,
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| 21 |
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"eval_prec_sadness": 0.7354312354312355,
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| 22 |
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"eval_prec_surprise": 0.5613048368953881,
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| 23 |
+
"eval_recall": 0.6754170232971344,
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| 24 |
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"eval_recall_anger": 0.6329830234438156,
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| 25 |
+
"eval_recall_disgust": 0.49201277955271566,
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| 26 |
+
"eval_recall_fear": 0.7766393442622951,
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| 27 |
+
"eval_recall_joy": 0.8717370286819207,
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| 28 |
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"eval_recall_neutral": 0.6541353383458647,
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| 29 |
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"eval_recall_sadness": 0.7597832630945214,
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| 30 |
+
"eval_recall_surprise": 0.5406283856988082,
|
| 31 |
+
"eval_runtime": 24.6691,
|
| 32 |
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"eval_samples": 10651,
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| 33 |
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"eval_samples_per_second": 431.755,
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| 34 |
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"eval_steps_per_second": 6.77
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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": 10.0,
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| 3 |
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"train_loss": 0.7460671546370895,
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| 4 |
+
"train_runtime": 4596.3933,
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| 5 |
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"train_samples": 86275,
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| 6 |
+
"train_samples_per_second": 187.702,
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| 7 |
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"train_steps_per_second": 1.469
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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": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
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