m2m100_418M_pt_informal
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: 0.2567
- Bleu: 33.4128
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 |
---|---|---|---|---|
4.3504 | 0.4149 | 500 | 0.3221 | 29.1340 |
0.3117 | 0.8299 | 1000 | 0.2714 | 31.5481 |
0.2688 | 1.2448 | 1500 | 0.2658 | 32.3248 |
0.259 | 1.6598 | 2000 | 0.2612 | 32.9338 |
0.2528 | 2.0747 | 2500 | 0.2606 | 32.9240 |
0.2311 | 2.4896 | 3000 | 0.2573 | 33.2674 |
0.2298 | 2.9046 | 3500 | 0.2567 | 33.4128 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
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facebook/m2m100_418M