yesj1234/zhko_mbartLarge_19p_run2

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zhkombartLarge19p_run2

This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 1.4800
• —Bleu: 16.4426
• —Gen Len: 14.8195

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: 5e-05
• —trainbatchsize: 4
• —evalbatchsize: 4
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 4
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 32
• —totalevalbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 1500
• —num_epochs: 10

Training results

Framework versions

• —Transformers 4.34.1
• —Pytorch 2.1.0+cu121
• —Datasets 2.14.6
• —Tokenizers 0.14.1