paraphrase-multilingual-MiniLM-L12-v2-finetuned-DIT

This model is a fine-tuned version of sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 7.4783

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	91	9.2794
No log	2.0	182	8.1920
No log	3.0	273	7.6378
No log	4.0	364	7.4783

Framework versions

• Transformers 4.17.0
• Pytorch 1.10.2+cpu
• Datasets 2.0.0
• Tokenizers 0.11.6