End of training

README.md

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+---
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-en-es
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: opus-mt-en-es-finetuned-en-to-es-TA-5EPOCHS
+  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. -->
+
+# opus-mt-en-es-finetuned-en-to-es-TA-5EPOCHS
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-es](https://huggingface.co/Helsinki-NLP/opus-mt-en-es) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.1519
+- Bleu: 36.1767
+- Gen Len: 33.1691
+
+## 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: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
+| 1.1849        | 1.0   | 2989  | 1.1316          | 36.2806 | 32.8762 |
+| 1.0928        | 2.0   | 5978  | 1.1345          | 36.2441 | 32.9869 |
+| 1.0191        | 3.0   | 8967  | 1.1439          | 36.0699 | 33.0191 |
+| 0.9753        | 4.0   | 11956 | 1.1495          | 36.1426 | 33.2622 |
+| 0.9491        | 5.0   | 14945 | 1.1519          | 36.1767 | 33.1691 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.17.0
+- Tokenizers 0.15.1

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      65000
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 65000,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 65000,
+  "renormalize_logits": true,
+  "transformers_version": "4.37.2"
+}

model.safetensors

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runs/Feb09_16-15-42_1ca82d162237/events.out.tfevents.1707495358.1ca82d162237.1070.1

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