UDHOV commited on
Commit
324dfc1
·
verified ·
1 Parent(s): 9280f48

Add training configuration

Browse files
Files changed (1) hide show
  1. training_config.json +9 -9
training_config.json CHANGED
@@ -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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- "num_epochs": 7,
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  "max_length": 256,
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  "class_weights": [
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  0.5,
@@ -23,15 +23,15 @@
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  "model": "XLM-RoBERTa-large",
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  "preprocessing": "Translation + Emoji to Devanagari",
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  "strategy": "standard",
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- "test_accuracy": 0.7358620689655172,
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- "test_precision": 0.5867042965393175,
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- "test_recall": 0.6355765630041815,
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- "test_f1": 0.6081901514456814,
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  "per_class_f1": {
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- "NO": 0.8030040439052573,
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- "OO": 0.6581532416502948,
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- "OR": 0.4954128440366973,
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- "OS": 0.47619047619047616
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  }
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  }
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  }
 
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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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+ "num_epochs": 6,
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  "max_length": 256,
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  "class_weights": [
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  0.5,
 
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  "model": "XLM-RoBERTa-large",
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  "preprocessing": "Translation + Emoji to Devanagari",
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  "strategy": "standard",
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+ "test_accuracy": 0.7034482758620689,
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+ "test_precision": 0.5173872140618855,
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+ "test_recall": 0.5978193320050568,
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+ "test_f1": 0.5465373293134592,
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  "per_class_f1": {
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+ "NO": 0.7824540604623592,
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+ "OO": 0.6305609284332689,
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+ "OR": 0.37313432835820903,
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+ "OS": 0.39999999999999997
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  }
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  }
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  }