CoolFace
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desarrolloasesoreslocales/jina-embeddings-v2-base-en-finetuned-legalcorpus

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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jina-embeddings-v2-base-en-finetuned-legalcorpus

This model is a fine-tuned version of jinaai/jina-embeddings-v2-base-en on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.5728

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: 2e-05
  • —trainbatchsize: 64
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
No log1.0795.4931
No log2.01585.2537
No log3.02375.1049
No log4.03164.9755
No log5.03954.8611
No log6.04744.7611
5.18477.05534.6757
5.18478.06324.6213
5.18479.07114.5839
5.184710.07904.5728

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.0+cu118
  • —Datasets 2.15.0
  • —Tokenizers 0.15.0