Model save
Browse files
README.md
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---
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license: cc-by-nc-4.0
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base_model: facebook/nllb-200-distilled-600M
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tags:
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- generated_from_trainer
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model-index:
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- name: nllb_600m-en-swh-drL-24_5-filtered-v24_28_2
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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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# nllb_600m-en-swh-drL-24_5-filtered-v24_28_2
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This model is a fine-tuned version of [facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4517
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- Bleu Eng Latn-swh Latn: 75.6335
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- Bleu Swh Latn-eng Latn: 61.5722
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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: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 64
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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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- num_epochs: 5
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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 Eng Latn-swh Latn | Bleu Swh Latn-eng Latn |
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|:-------------:|:-----:|:-----:|:---------------:|:----------------------:|:----------------------:|
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| 0.5402 | 1.0 | 2439 | 0.4881 | 71.3066 | 59.7916 |
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| 0.4466 | 2.0 | 4878 | 0.4628 | 73.6631 | 60.7412 |
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| 0.3875 | 3.0 | 7317 | 0.4529 | 74.8640 | 61.0596 |
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| 0.3515 | 4.0 | 9756 | 0.4503 | 75.3634 | 61.4414 |
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| 0.3254 | 5.0 | 12195 | 0.4517 | 75.6335 | 61.5722 |
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### Framework versions
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- Transformers 4.43.3
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- Pytorch 2.3.1+cu121
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- Datasets 2.14.7
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- Tokenizers 0.19.1
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"max_length": 200,
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"pad_token_id": 1,
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"transformers_version": "4.43.3"
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}
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runs/Sep08_08-39-13_Denali/events.out.tfevents.1725809956.Denali.41220.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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size 12828
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