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Upload 3-epoch ModernBERT-Large pointwise sentence scorer
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CNN/DailyMail ModernBERT Pointwise Run

  • model_size: large
  • model_name: answerdotai/ModernBERT-large
  • resolved_model_name: /lustre/fsmisc/dataset/HuggingFace_Models/answerdotai/ModernBERT-large
  • target_mode: model_balanced
  • target_field: salience_score_model_balanced
  • input_field: model_input_text
  • train_file: data/CNN_DM/representative_subset/salience_generation/recovery_f2_all6/sentence_scorer_data/modernbert_pointwise/train.jsonl
  • dev_file: data/CNN_DM/representative_subset/salience_generation/recovery_f2_all6/sentence_scorer_data/modernbert_pointwise/dev.jsonl
  • train_rows: 59643
  • dev_rows: 6793
  • train_articles: 1000
  • dev_articles: 200
  • max_length: 4096
  • learning_rate: 2e-05
  • weight_decay: 0.01
  • num_train_epochs: 3.0
  • warmup_ratio: 0.06
  • per_device_train_batch_size: 2
  • per_device_eval_batch_size: 2
  • gradient_accumulation_steps: 8
  • effective_train_batch_size: 16
  • eval_strategy: epoch
  • save_strategy: epoch
  • early_stopping_patience: 2
  • bf16: True
  • fp16: False
  • gradient_checkpointing: True

Eval Metrics

  • epoch: 3.0
  • eval_article_ndcg_at_3: 0.9210334527568008
  • eval_article_ndcg_at_5: 0.91633834365026
  • eval_article_spearman: 0.7742035575368817
  • eval_loss: 0.022096654400229454
  • eval_mae: 0.10976211726665497
  • eval_pearson: 0.8568720334438967
  • eval_rmse: 0.1486494345775639
  • eval_runtime: 132.4829
  • eval_samples_per_second: 51.275
  • eval_spearman: 0.856351157285778
  • eval_steps_per_second: 25.641