license: apache-2.0 | |
tags: | |
- generated_from_trainer | |
model-index: | |
- name: paraphrase-multilingual-MiniLM-L12-v2-finetuned-DIT | |
results: [] | |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
should probably proofread and complete it, then remove this comment. --> | |
# paraphrase-multilingual-MiniLM-L12-v2-finetuned-DIT | |
This model is a fine-tuned version of [sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/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 | |