Training complete
Browse files
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: google-t5/t5-small
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tags:
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- translation
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: t5-small-finetuned-english-to-hausa
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# t5-small-finetuned-english-to-hausa
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This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6792
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- Bleu: 64.4045
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- Gen Len: 14.4721
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0008
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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| 2.5691 | 1.0 | 749 | 1.2064 | 49.1383 | 15.0242 |
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| 1.0998 | 2.0 | 1498 | 0.7609 | 61.7452 | 14.4781 |
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| 0.7625 | 3.0 | 2247 | 0.6792 | 64.4045 | 14.4721 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.4.0+cu121
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.44.2"
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}
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model.safetensors
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runs/Aug30_02-32-43_781944bb7d77/events.out.tfevents.1724985166.781944bb7d77.1514.0
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