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Sentence Similarity
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Giratina

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
   - model: Mihaiii/Wartortle
   - model: TaylorAI/bge-micro-v2
merge_method: slerp
base_model: TaylorAI/bge-micro-v2
parameters:
  t:
    - value: 0.5
dtype: float32
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Model size
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Tensor type
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Merge of

Evaluation results

  • accuracy on MTEB AmazonCounterfactualClassification (en)
    test set self-reported
    69.567
  • ap on MTEB AmazonCounterfactualClassification (en)
    test set self-reported
    31.399
  • f1 on MTEB AmazonCounterfactualClassification (en)
    test set self-reported
    63.139
  • accuracy on MTEB AmazonPolarityClassification
    test set self-reported
    74.735
  • ap on MTEB AmazonPolarityClassification
    test set self-reported
    69.233
  • f1 on MTEB AmazonPolarityClassification
    test set self-reported
    74.616
  • accuracy on MTEB AmazonReviewsClassification (en)
    test set self-reported
    35.356
  • f1 on MTEB AmazonReviewsClassification (en)
    test set self-reported
    35.165
  • map_at_1 on MTEB ArguAna
    test set self-reported
    17.141
  • map_at_10 on MTEB ArguAna
    test set self-reported
    28.292
  • map_at_100 on MTEB ArguAna
    test set self-reported
    29.532
  • map_at_1000 on MTEB ArguAna
    test set self-reported
    29.580
  • map_at_20 on MTEB ArguAna
    test set self-reported
    29.048
  • map_at_3 on MTEB ArguAna
    test set self-reported
    24.277
  • map_at_5 on MTEB ArguAna
    test set self-reported
    26.339
  • mrr_at_1 on MTEB ArguAna
    test set self-reported
    17.781
  • mrr_at_10 on MTEB ArguAna
    test set self-reported
    28.534
  • mrr_at_100 on MTEB ArguAna
    test set self-reported
    29.779
  • mrr_at_1000 on MTEB ArguAna
    test set self-reported
    29.827
  • mrr_at_20 on MTEB ArguAna
    test set self-reported
    29.293
  • mrr_at_3 on MTEB ArguAna
    test set self-reported
    24.490
  • mrr_at_5 on MTEB ArguAna
    test set self-reported
    26.564
  • ndcg_at_1 on MTEB ArguAna
    test set self-reported
    17.141
  • ndcg_at_10 on MTEB ArguAna
    test set self-reported
    35.004
  • ndcg_at_100 on MTEB ArguAna
    test set self-reported
    41.056
  • ndcg_at_1000 on MTEB ArguAna
    test set self-reported
    42.388
  • ndcg_at_20 on MTEB ArguAna
    test set self-reported
    37.721
  • ndcg_at_3 on MTEB ArguAna
    test set self-reported
    26.592
  • ndcg_at_5 on MTEB ArguAna
    test set self-reported
    30.295
  • precision_at_1 on MTEB ArguAna
    test set self-reported
    17.141
  • precision_at_10 on MTEB ArguAna
    test set self-reported
    5.676
  • precision_at_100 on MTEB ArguAna
    test set self-reported
    0.851
  • precision_at_1000 on MTEB ArguAna
    test set self-reported
    0.096
  • precision_at_20 on MTEB ArguAna
    test set self-reported
    3.371
  • precision_at_3 on MTEB ArguAna
    test set self-reported
    11.095
  • precision_at_5 on MTEB ArguAna
    test set self-reported
    8.450
  • recall_at_1 on MTEB ArguAna
    test set self-reported
    17.141
  • recall_at_10 on MTEB ArguAna
    test set self-reported
    56.757
  • recall_at_100 on MTEB ArguAna
    test set self-reported
    85.064
  • recall_at_1000 on MTEB ArguAna
    test set self-reported
    95.661
  • recall_at_20 on MTEB ArguAna
    test set self-reported
    67.425
  • recall_at_3 on MTEB ArguAna
    test set self-reported
    33.286
  • recall_at_5 on MTEB ArguAna
    test set self-reported
    42.248
  • v_measure on MTEB ArxivClusteringP2P
    test set self-reported
    37.862
  • v_measures on MTEB ArxivClusteringP2P
    test set self-reported
    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  • v_measure on MTEB ArxivClusteringS2S
    test set self-reported
    28.836
  • v_measures on MTEB ArxivClusteringS2S
    test set self-reported
    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  • map on MTEB AskUbuntuDupQuestions
    test set self-reported
    55.772
  • mrr on MTEB AskUbuntuDupQuestions
    test set self-reported
    69.606
  • cos_sim_pearson on MTEB BIOSSES
    test set self-reported
    75.006
  • cos_sim_spearman on MTEB BIOSSES
    test set self-reported
    76.487
  • euclidean_pearson on MTEB BIOSSES
    test set self-reported
    74.600
  • euclidean_spearman on MTEB BIOSSES
    test set self-reported
    74.993
  • manhattan_pearson on MTEB BIOSSES
    test set self-reported
    74.691
  • manhattan_spearman on MTEB BIOSSES
    test set self-reported
    74.063
  • accuracy on MTEB Banking77Classification
    test set self-reported
    77.513
  • f1 on MTEB Banking77Classification
    test set self-reported
    77.427
  • v_measure on MTEB BiorxivClusteringP2P
    test set self-reported
    32.088
  • v_measures on MTEB BiorxivClusteringP2P
    test set self-reported
    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