End of training

README.md

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+---
+license: cc-by-4.0
+base_model: Helsinki-NLP/opus-mt-tc-big-en-ar
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: english-to-darija-2
+  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. -->
+
+# english-to-darija-2
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-tc-big-en-ar](https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-en-ar) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0309
+- Bleu: 66.9765
+- Gen Len: 15.4554
+
+## 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: 10
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
+| 2.5337        | 1.0   | 1392  | 2.0006          | 17.4965 | 15.0162 |
+| 1.5827        | 2.0   | 2784  | 1.5484          | 26.9067 | 14.9165 |
+| 1.133         | 3.0   | 4176  | 1.3098          | 38.9189 | 15.0717 |
+| 0.8616        | 4.0   | 5568  | 1.1757          | 49.8352 | 15.2675 |
+| 0.6862        | 5.0   | 6960  | 1.1013          | 57.7662 | 15.2131 |
+| 0.5583        | 6.0   | 8352  | 1.0651          | 62.2156 | 15.2488 |
+| 0.4734        | 7.0   | 9744  | 1.0460          | 65.0696 | 15.3751 |
+| 0.4122        | 8.0   | 11136 | 1.0370          | 65.317  | 15.4677 |
+| 0.3734        | 9.0   | 12528 | 1.0326          | 66.5766 | 15.4436 |
+| 0.3354        | 10.0  | 13920 | 1.0309          | 66.9765 | 15.4554 |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      61246
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 61246,
+  "eos_token_id": 25897,
+  "forced_eos_token_id": 25897,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 61246,
+  "renormalize_logits": true,
+  "transformers_version": "4.35.2"
+}

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runs/Jan20_15-59-33_6f759754efd0/events.out.tfevents.1705766375.6f759754efd0.1069.0

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