paraphrase-multilingual-MiniLM-L12-v2-finetuned-DIT-10_epochs

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: 4.6933

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	91	9.1280
No log	2.0	182	7.7624
No log	3.0	273	6.8875
No log	4.0	364	6.2064
No log	5.0	455	5.6836
7.584	6.0	546	5.2978
7.584	7.0	637	5.0191
7.584	8.0	728	4.8337
7.584	9.0	819	4.7284
7.584	10.0	910	4.6933

Framework versions

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