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AdrienB134
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llm2vec-occiglot-mntp

Safetensors
French
Generated from Trainer
mteb
Eval Results
Model card Files Community

llm2vec-occiglot-mntp

This model is a fine-tuned version of occiglot/occiglot-7b-fr-en on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6350
  • Accuracy: 0.8495

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 1000

Training results

Training Loss Epoch Step Validation Loss Accuracy
No log 0.0312 100 1.0654 0.7634
No log 0.0624 200 0.8477 0.8062
No log 0.0936 300 0.7627 0.8233
No log 0.1248 400 0.7124 0.8337
1.0065 0.1560 500 0.6822 0.8395
1.0065 0.1871 600 0.6665 0.8435
1.0065 0.2183 700 0.6565 0.8454
1.0065 0.2495 800 0.6352 0.8490
1.0065 0.2807 900 0.6251 0.8517
0.6298 0.3119 1000 0.6350 0.8495

Framework versions

  • Transformers 4.40.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.19.1
  • Tokenizers 0.19.1
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occiglot/occiglot-7b-fr-en
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Evaluation results

  • v_measure on MTEB AlloProfClusteringP2P
    test set self-reported
    63.997
  • v_measures on MTEB AlloProfClusteringP2P
    test set self-reported
    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  • v_measure on MTEB AlloProfClusteringS2S
    test set self-reported
    29.933
  • v_measures on MTEB AlloProfClusteringS2S
    test set self-reported
    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  • map on MTEB AlloprofReranking
    test set self-reported
    37.093
  • mrr on MTEB AlloprofReranking
    test set self-reported
    37.652
  • map_at_1 on MTEB AlloprofRetrieval
    test set self-reported
    3.325
  • map_at_10 on MTEB AlloprofRetrieval
    test set self-reported
    5.474
  • map_at_100 on MTEB AlloprofRetrieval
    test set self-reported
    6.156
  • map_at_1000 on MTEB AlloprofRetrieval
    test set self-reported
    6.319
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