End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-es-es
+tags:
+- generated_from_trainer
+model-index:
+- name: 2120mslsamples
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# 2120mslsamples
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-es-es](https://huggingface.co/Helsinki-NLP/opus-mt-es-es) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4982
+- Bleu Msl: 79.5487
+- Bleu Asl: 0
+- Ter Msl: 11.4533
+- Ter Asl: 100
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 32
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 30
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu Msl | Bleu Asl | Ter Msl | Ter Asl |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:-------:|:-------:|
+| No log        | 1.0   | 67   | 1.0924          | 16.5734  | 0        | 78.3784 | 100     |
+| No log        | 2.0   | 134  | 0.5283          | 66.9864  | 0        | 17.2037 | 100     |
+| No log        | 3.0   | 201  | 0.4500          | 32.7340  | 0        | 24.8960 | 100     |
+| No log        | 4.0   | 268  | 0.4546          | 64.2241  | 0        | 17.0998 | 100     |
+| No log        | 5.0   | 335  | 0.4371          | 79.5661  | 0        | 12.3181 | 100     |
+| No log        | 6.0   | 402  | 0.4183          | 62.3356  | 0        | 12.4740 | 100     |
+| No log        | 7.0   | 469  | 0.4174          | 78.8409  | 0        | 12.2141 | 100     |
+| 0.5741        | 8.0   | 536  | 0.4236          | 73.4058  | 0        | 13.0977 | 100     |
+| 0.5741        | 9.0   | 603  | 0.4365          | 80.4263  | 0        | 11.6424 | 100     |
+| 0.5741        | 10.0  | 670  | 0.4230          | 78.2192  | 0        | 11.5904 | 100     |
+| 0.5741        | 11.0  | 737  | 0.4461          | 81.5222  | 0        | 11.0187 | 100     |
+| 0.5741        | 12.0  | 804  | 0.4361          | 81.0763  | 0        | 10.8108 | 100     |
+| 0.5741        | 13.0  | 871  | 0.4462          | 80.2271  | 0        | 11.4345 | 100     |
+| 0.5741        | 14.0  | 938  | 0.4487          | 81.2932  | 0        | 10.0832 | 100     |
+| 0.0399        | 15.0  | 1005 | 0.4535          | 82.0574  | 0        | 10.1351 | 100     |
+| 0.0399        | 16.0  | 1072 | 0.4561          | 81.1900  | 0        | 10.7069 | 100     |
+| 0.0399        | 17.0  | 1139 | 0.4498          | 80.5848  | 0        | 10.3430 | 100     |
+| 0.0399        | 18.0  | 1206 | 0.4704          | 81.2086  | 0        | 10.4470 | 100     |
+| 0.0399        | 19.0  | 1273 | 0.4780          | 83.3481  | 0        | 9.7713  | 100     |
+| 0.0399        | 20.0  | 1340 | 0.4697          | 82.5737  | 0        | 9.8753  | 100     |
+| 0.0399        | 21.0  | 1407 | 0.4675          | 82.5187  | 0        | 9.8753  | 100     |
+| 0.0399        | 22.0  | 1474 | 0.4678          | 82.9501  | 0        | 10.0312 | 100     |
+| 0.0155        | 23.0  | 1541 | 0.4708          | 82.3160  | 0        | 9.9792  | 100     |
+| 0.0155        | 24.0  | 1608 | 0.4732          | 82.1759  | 0        | 10.0832 | 100     |
+| 0.0155        | 25.0  | 1675 | 0.4777          | 82.5015  | 0        | 9.8233  | 100     |
+| 0.0155        | 26.0  | 1742 | 0.4723          | 81.7682  | 0        | 10.1351 | 100     |
+| 0.0155        | 27.0  | 1809 | 0.4755          | 82.1104  | 0        | 9.9792  | 100     |
+| 0.0155        | 28.0  | 1876 | 0.4763          | 82.2547  | 0        | 10.1351 | 100     |
+| 0.0155        | 29.0  | 1943 | 0.4756          | 82.2633  | 0        | 10.0832 | 100     |
+| 0.01          | 30.0  | 2010 | 0.4761          | 82.2721  | 0        | 10.0312 | 100     |
+
+
+### Framework versions
+
+- Transformers 4.49.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.3.2
+- Tokenizers 0.21.0

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      33252
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 33252,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 33252,
+  "renormalize_logits": true,
+  "transformers_version": "4.49.0"
+}

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