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End of training

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  1. README.md +68 -0
  2. generation_config.json +11 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: mit
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+ base_model: facebook/m2m100_418M
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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: m2m100_418M_pt_informal
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+ results: []
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+ ---
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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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+
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+ # m2m100_418M_pt_informal
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+
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+ This model is a fine-tuned version of [facebook/m2m100_418M](https://huggingface.co/facebook/m2m100_418M) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2567
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+ - Bleu: 33.4128
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 32
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 3.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu |
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+ |:-------------:|:------:|:----:|:---------------:|:-------:|
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+ | 4.3504 | 0.4149 | 500 | 0.3221 | 29.1340 |
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+ | 0.3117 | 0.8299 | 1000 | 0.2714 | 31.5481 |
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+ | 0.2688 | 1.2448 | 1500 | 0.2658 | 32.3248 |
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+ | 0.259 | 1.6598 | 2000 | 0.2612 | 32.9338 |
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+ | 0.2528 | 2.0747 | 2500 | 0.2606 | 32.9240 |
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+ | 0.2311 | 2.4896 | 3000 | 0.2573 | 33.2674 |
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+ | 0.2298 | 2.9046 | 3500 | 0.2567 | 33.4128 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.48.3
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+ - Pytorch 2.5.1+cu124
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+ - Datasets 3.3.2
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+ - Tokenizers 0.21.0
generation_config.json ADDED
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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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+ "early_stopping": true,
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+ "eos_token_id": 2,
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+ "forced_bos_token_id": 128075,
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+ "max_length": 200,
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+ "num_beams": 5,
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+ "pad_token_id": 1,
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+ "transformers_version": "4.48.3"
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+ }
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