End of training

README.md

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+---
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-ar-en
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: darija-latin-to-english-new
+  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. -->
+
+# darija-latin-to-english-new
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-ar-en](https://huggingface.co/Helsinki-NLP/opus-mt-ar-en) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0635
+- Bleu: 18.3432
+- Gen Len: 9.0506
+
+## 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: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 0.046         | 0.24  | 500  | 0.0939          | 4.0335  | 11.1293 |
+| 0.0347        | 0.48  | 1000 | 0.0788          | 9.8265  | 10.1861 |
+| 0.0279        | 0.72  | 1500 | 0.0725          | 13.178  | 9.6648  |
+| 0.0251        | 0.96  | 2000 | 0.0684          | 15.8154 | 9.536   |
+| 0.0211        | 1.2   | 2500 | 0.0666          | 17.0063 | 9.3259  |
+| 0.0197        | 1.44  | 3000 | 0.0650          | 17.4465 | 9.2086  |
+| 0.0199        | 1.68  | 3500 | 0.0639          | 18.3809 | 9.0083  |
+| 0.0191        | 1.92  | 4000 | 0.0635          | 18.3432 | 9.0506  |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.2
+- Datasets 2.1.0
+- Tokenizers 0.15.2

generation_config.json

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+{
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+    [
+      62833
+    ]
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+  "decoder_start_token_id": 62833,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 62833,
+  "renormalize_logits": true,
+  "transformers_version": "4.38.1"
+}

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runs/Mar06_12-49-08_3999d85c1ec1/events.out.tfevents.1709729350.3999d85c1ec1.109.5

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