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metadata
license: apache-2.0
base_model: sentence-transformers/all-MiniLM-L6-v2
tags:
  - generated_from_trainer
model-index:
  - name: all-MiniLM-L6-v2-personal-project-default-2024-07-19
    results: []

all-MiniLM-L6-v2-personal-project-default-2024-07-19

This model is a fine-tuned version of sentence-transformers/all-MiniLM-L6-v2 on the None dataset. It achieves the following results on the evaluation set:

  • eval_loss: 10.9085
  • eval_runtime: 95.4379
  • eval_samples_per_second: 774.923
  • eval_steps_per_second: 24.225
  • step: 0

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
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1