Add training configuration
Browse files- training_config.json +9 -9
training_config.json
CHANGED
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@@ -5,7 +5,7 @@
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"batch_size": 8,
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"gradient_accumulation_steps": 4,
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"learning_rate": 1e-05,
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| 8 |
-
"num_epochs":
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| 9 |
"max_length": 256,
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"class_weights": [
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| 11 |
0.5,
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@@ -22,15 +22,15 @@
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"test_metrics": {
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"model": "XLM-RoBERTa-large",
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"strategy": "standard",
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| 25 |
-
"test_accuracy": 0.
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| 26 |
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"test_precision": 0.
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| 27 |
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"test_recall": 0.
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| 28 |
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"test_f1": 0.
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| 29 |
"per_class_f1": {
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| 30 |
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"NO": 0.
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| 31 |
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"OO": 0.
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| 32 |
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"OR": 0.
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| 33 |
-
"OS": 0.
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}
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}
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}
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| 5 |
"batch_size": 8,
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"gradient_accumulation_steps": 4,
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"learning_rate": 1e-05,
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| 8 |
+
"num_epochs": 6,
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| 9 |
"max_length": 256,
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| 10 |
"class_weights": [
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0.5,
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| 22 |
"test_metrics": {
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"model": "XLM-RoBERTa-large",
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"strategy": "standard",
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| 25 |
+
"test_accuracy": 0.6951724137931035,
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+
"test_precision": 0.4887482661901078,
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| 27 |
+
"test_recall": 0.5948218174128002,
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| 28 |
+
"test_f1": 0.5212540822752333,
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| 29 |
"per_class_f1": {
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| 30 |
+
"NO": 0.7771295215869312,
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| 31 |
+
"OO": 0.6164658634538153,
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| 32 |
+
"OR": 0.42276422764227645,
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| 33 |
+
"OS": 0.2686567164179105
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}
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}
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}
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