m2m100_418M_9000_it_formal

sophiayk20/m2m100_418M_9000_it_formal

m2m100_418M_9000_it_formal is a machine learning model from sophiayk20. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Library: transformers
License: mit
Model type: m2m_100
Access: Public
Created: Mar 30, 2025
Updated: Mar 30, 2025
SHA: 218c73ca

Base models

facebook/m2m100_418M

Model card

From the Hugging Face model README

m2m100_418M_9000_it_formal

This model is a fine-tuned version of facebook/m2m100_418M on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5977
Bleu: 30.0659

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: 32
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
3.8849	1.9685	500	0.5977	30.0659

Framework versions

Transformers 4.50.0
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

Library: transformers
Type: m2m_100
License: mit
Created: Mar 30, 2025
Updated: Mar 30, 2025