Upload v17_results.json with huggingface_hub
Browse files- v17_results.json +91 -0
v17_results.json
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{
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"config": {
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"version": "v17",
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"description": "DistilBERT (frozen, fp16) \u2192 BiLSTM + MHA + concat pooling + FGM",
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"bert_model": "distilbert-base-uncased",
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"bert_dim": 768,
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"hidden_dim": 256,
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"num_layers": 2,
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"num_heads": 8,
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"bidirectional": true,
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"dropout": 0.3,
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"max_len": 128,
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"batch_size": 48,
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"extract_batch": 8,
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"lr": 0.0002,
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"weight_decay": 1e-05,
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"grad_clip": 1.0,
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"epochs": 12,
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"label_smoothing": 0.05,
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"adversarial": false,
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"adv_epsilon": 0.3
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},
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"num_params": 4666113,
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"bert_params_frozen": 66362880,
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"best_acc": 0.86856,
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"best_f1": 0.869923204813554,
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"final_metrics": {
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"accuracy": 0.86528,
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"precision": 0.86528,
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"recall": 0.86528,
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"f1": 0.86528
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},
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"history": {
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"train_loss": [
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],
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"test_loss": [
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],
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"test_acc": [
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],
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"test_f1": [
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]
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}
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}
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