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metadata
license: apache-2.0
base_model: distilbert/distilbert-base-multilingual-cased
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: distilbert-multilingual-sdg-classification
    results: []
datasets:
  - albertmartinez/OSDG

distilbert-multilingual-sdg-classification

This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased It achieves the following results on the evaluation set:

  • Loss: 0.8312
  • F1: 0.7621

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: 1e-05
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 600
  • num_epochs: 3.0

Training results

Framework versions

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