Instructions to use Gaoussin/trainer_output with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Gaoussin/trainer_output with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Gaoussin/trainer_output") model = AutoModelForSeq2SeqLM.from_pretrained("Gaoussin/trainer_output", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Model save
Browse files- README.md +2 -21
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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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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metrics:
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- bleu
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model-index:
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- name: trainer_output
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results: []
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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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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/bamalingua-bamalingua/Bamalingua-fr-bm-v5/runs/
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# trainer_output
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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 an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9593
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- Bleu: 19.2115
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## Model description
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu |
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| 2.4325 | 1.0 | 2530 | 2.3181 | 14.7619 |
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| 2.1169 | 2.0 | 5060 | 2.1132 | 16.3770 |
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| 1.9219 | 3.0 | 7590 | 2.0205 | 17.7188 |
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| 1.7669 | 4.0 | 10120 | 1.9751 | 18.3566 |
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| 1.66 | 5.0 | 12650 | 1.9687 | 18.7496 |
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| 1.582 | 6.0 | 15180 | 1.9591 | 18.9917 |
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| 1.541 | 7.0 | 17710 | 1.9554 | 19.0968 |
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| 1.5046 | 8.0 | 20240 | 1.9593 | 19.2115 |
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### Framework versions
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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: trainer_output
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results: []
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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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+
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/bamalingua-bamalingua/Bamalingua-fr-bm-v5/runs/9kkfj7as)
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# trainer_output
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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 an unknown dataset.
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## Model description
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 6
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### Framework versions
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model.safetensors
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training_args.bin
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