End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-mul-en
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: my_yoruba_translator_new1
+  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. -->
+
+# my_yoruba_translator_new1
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-mul-en](https://huggingface.co/Helsinki-NLP/opus-mt-mul-en) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.4760
+- Bleu: 19.1364
+- Gen Len: 24.5459
+
+## 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: Use 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: 6
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| No log        | 1.0   | 252  | 2.6553          | 17.4458 | 25.2511 |
+| 2.9795        | 2.0   | 504  | 2.5441          | 18.4384 | 26.4764 |
+| 2.9795        | 3.0   | 756  | 2.5060          | 18.9805 | 24.5285 |
+| 2.3359        | 4.0   | 1008 | 2.4875          | 19.0552 | 25.3161 |
+| 2.3359        | 5.0   | 1260 | 2.4766          | 19.2483 | 25.4734 |
+| 2.1524        | 6.0   | 1512 | 2.4760          | 19.1364 | 24.5459 |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.4.0
+- Datasets 3.1.0
+- Tokenizers 0.20.3

generation_config.json

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+    [
+      64171
+    ]
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+  "decoder_start_token_id": 64171,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 6,
+  "pad_token_id": 64171,
+  "renormalize_logits": true,
+  "transformers_version": "4.46.3"
+}

model.safetensors

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 size 308263984

runs/Dec14_10-18-25_47ed5ae38a30/events.out.tfevents.1734171507.47ed5ae38a30.23.0

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