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m2m100_418M-finetuned-en-ru
kazandaev/m2m100_418M-finetuned-en-ru
m2m100_418M-finetuned-en-ru is a translation model from kazandaev. Use it when you need text moved from one language to another. 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
- Task
- Translation
- Library
- transformers
- License
- mit
- Model type
- m2m_100
- Access
- Public
- Created
- Oct 10, 2023
- Updated
- Nov 20, 2023
- SHA
- aca75197
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Base models
Model card
From the Hugging Face model README
<!-- 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. -->
m2m100_418M-finetuned-en-ru
This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6798
- Bleu: 51.7753
- Gen Len: 61.5271
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: 4
- eval_batch_size: 3
- seed: 42
- gradient_accumulation_steps: 50
- total_train_batch_size: 200
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.8981 | 1.0 | 9218 | 0.8277 | 48.5181 | 61.4701 |
| 0.8167 | 2.0 | 18437 | 0.7696 | 49.6956 | 61.4641 |
| 0.7718 | 3.0 | 27656 | 0.7396 | 50.4045 | 61.5042 |
| 0.7373 | 4.0 | 36875 | 0.7203 | 50.8134 | 61.5313 |
| 0.713 | 5.0 | 46094 | 0.7069 | 51.136 | 61.5931 |
| 0.6937 | 6.0 | 55312 | 0.6967 | 51.4274 | 61.5911 |
| 0.6787 | 7.0 | 64531 | 0.6889 | 51.5404 | 61.5012 |
| 0.6659 | 8.0 | 73750 | 0.6844 | 51.7187 | 61.5229 |
| 0.6584 | 9.0 | 82969 | 0.6809 | 51.8218 | 61.5392 |
| 0.649 | 10.0 | 92180 | 0.6798 | 51.7753 | 61.5271 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.2.0.dev20230920+cu121
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Translation
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- Oct 10, 2023
- Updated
- Nov 20, 2023