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Upload CNN/DM BGE-M3 pointwise MSE sentence scorer
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CNN/DailyMail Pointwise Sentence Scorer Run

  • model_size: base
  • model_name: BAAI/bge-m3
  • resolved_model_name: /lustre/fsmisc/dataset/HuggingFace_Models/BAAI/bge-m3
  • target_mode: model_balanced
  • target_field: salience_score_model_balanced
  • loss_type: mse
  • score_transform: identity
  • article_balanced: False
  • multihead: False
  • multihead_names: []
  • score_aggregation: scalar
  • eval_loss_semantics: mse
  • 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: 4608
  • attn_implementation: eager
  • learning_rate: 1e-05
  • weight_decay: 0.01
  • num_train_epochs: 3.0
  • warmup_ratio: 0.06
  • per_device_train_batch_size: 1
  • per_device_eval_batch_size: 2
  • gradient_accumulation_steps: 16
  • effective_train_batch_size: 16
  • eval_strategy: steps
  • save_strategy: steps
  • early_stopping_patience: 5
  • bf16: True
  • fp16: False
  • gradient_checkpointing: True

Eval Metrics

  • epoch: 2.3068926781013697
  • eval_article_ndcg_at_3: 0.8912648201819963
  • eval_article_ndcg_at_5: 0.8810350116689233
  • eval_article_spearman: 0.6913812102325307
  • eval_loss: 0.03421084210276604
  • eval_mae: 0.13758335639960514
  • eval_mse: 0.03421084379263475
  • eval_pearson: 0.7992694624484324
  • eval_rmse: 0.18496173602298058
  • eval_runtime: 136.7425
  • eval_samples_per_second: 49.677
  • eval_spearman: 0.7975893083370461
  • eval_steps_per_second: 24.842