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

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

paraphrase-multilingual-MiniLM-L12-v2-finetuned-DIT is a text generation model from veddm. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Apr 12, 2022
Updated: Apr 12, 2022
SHA: 8153676d

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Model card

From the Hugging Face model README

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

Task: Text Generation
Library: transformers
Type: bert
License: apache-2.0
Created: Apr 12, 2022
Updated: Apr 12, 2022