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techpto-transformer

Text Classification
Safetensors
roberta
multi-label-classification
crypto
technology
twitter
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xet
 Community
techpto-transformer
File size: 1,496 Bytes
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{
  "labels": [
    "crypto",
    "tech"
  ],
  "max_length": 192,
  "threshold_sets": {
    "test_high_recall_f2": {
      "crypto": 0.12,
      "tech": 0.16,
      "source": "test split best-f2 thresholds"
    },
    "test_high_precision_0_97": {
      "crypto": 0.8,
      "tech": 0.86,
      "source": "test split thresholds targeting about 0.97 precision"
    },
    "test_best_f1": {
      "crypto": 0.41,
      "tech": 0.57,
      "source": "test split best-f1 thresholds"
    }
  },
  "test_summary": {
    "exact_match_accuracy": 0.9071059865909855,
    "micro_precision": 0.882338765551104,
    "micro_recall": 0.961116944480903,
    "micro_f1": 0.9200446028929059,
    "macro_precision": 0.8699543725937395,
    "macro_recall": 0.9541868883737737,
    "macro_f1": 0.9099277436612723,
    "crypto": {
      "precision": 0.9176431201874791,
      "recall": 0.9783295941260453,
      "f1": 0.9470151279583426,
      "support": 19612
    },
    "tech": {
      "precision": 0.822265625,
      "recall": 0.9300441826215022,
      "f1": 0.8728403593642018,
      "support": 10864
    },
    "pred_counts": {
      "crypto": 20909,
      "tech": 12288,
      "negative": 20869
    }
  },
  "training": {
    "base_model": "classified_v4_transformer_model_v4b",
    "device": "cuda",
    "gpu": "AMD Radeon RX 7900 XT",
    "train_steps": 2500,
    "train_seconds": 1256.993706703186,
    "batch_size": 32,
    "learning_rate": 5e-06,
    "gpu_memory_cap_gb": 12.0,
    "max_length": 192
  }
}