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martian786
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agnews-salient-random-k16-seed-1

Text Classification
Transformers
Safetensors
English
roberta
ag-news
salient-keywords
experiment
text-embeddings-inference
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agnews-salient-random-k16-seed-1
File size: 1,973 Bytes
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{
  "run_name": "random_k16",
  "variant": "random",
  "hf_repo_id": "martian786/agnews-salient-random-k16-seed-1",
  "fraction": 0.25,
  "train_examples": 28500,
  "val_examples": 6000,
  "test_examples": 7600,
  "val_eval_loss": 0.38659048080444336,
  "val_eval_accuracy": 0.8825,
  "val_eval_macro_f1": 0.8822514612482859,
  "test_accuracy": 0.8698684210526316,
  "test_precision_macro": 0.8697436317086674,
  "test_recall_macro": 0.8698684210526315,
  "test_f1_macro": 0.8696299974829994,
  "accuracy_ci_lower": 0.862116882759214,
  "accuracy_ci_upper": 0.8772462307490949,
  "num_misclassified": 989,
  "accuracy_per_1k_train_examples": 0.030521698984302865,
  "representation_preprocess_time_s": 3.5573337269997864,
  "tokenization_time_s": 5.769618768000328,
  "classifier_train_time_s": 655.2569652520006,
  "batched_predict_total_s": 15.153196565999679,
  "inference_latency_mean_ms": 8.140939455010994,
  "inference_latency_median_ms": 7.902555000327993,
  "inference_latency_p95_ms": 9.573150999995047,
  "inference_throughput_sps": 122.83594608782772,
  "batched_predict_latency_mean_ms": 1.9938416534210106,
  "trainer_reported_train_runtime_s": 654.6613,
  "learning_curve_outputs": {
    "trainer_log_history_csv": "agnews_salient_runs_second_seed_1/random_k16/trainer_log_history.csv",
    "loss_curve_png": "agnews_salient_runs_second_seed_1/random_k16/loss_curve.png",
    "validation_accuracy_curve_png": "agnews_salient_runs_second_seed_1/random_k16/validation_accuracy_curve.png",
    "validation_macro_f1_curve_png": "agnews_salient_runs_second_seed_1/random_k16/validation_macro_f1_curve.png"
  },
  "test_plot_outputs": {
    "test_macro_metrics_bar_png": "agnews_salient_runs_second_seed_1/random_k16/test_macro_metrics_bar.png",
    "test_per_class_f1_bar_png": "agnews_salient_runs_second_seed_1/random_k16/test_per_class_f1_bar.png",
    "test_confusion_matrix_png": "agnews_salient_runs_second_seed_1/random_k16/test_confusion_matrix.png"
  }
}