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-hausa-to-english
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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-hausa-to-english
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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: 1.1744
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- Bleu: 64.9563
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- Gen Len: 6.9771
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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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| 3.0004 | 1.0 | 749 | 1.7696 | 49.0794 | 7.1609 |
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| 1.6495 | 2.0 | 1498 | 1.2629 | 62.1864 | 6.9756 |
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| 1.2293 | 3.0 | 2247 | 1.1744 | 64.9563 | 6.9771 |
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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_02-40-07_781944bb7d77/events.out.tfevents.1724985609.781944bb7d77.1514.1
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