End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-en-it
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: my_awesome_opus_books_model
+  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_awesome_opus_books_model
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-it](https://huggingface.co/Helsinki-NLP/opus-mt-en-it) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.0104
+- Bleu: 16.8565
+- Gen Len: 33.5483
+
+## 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: 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: 2
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 2.165         | 1.0   | 1617 | 2.0355          | 16.4516 | 33.7529 |
+| 1.9619        | 2.0   | 3234 | 2.0104          | 16.8565 | 33.5483 |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.5.1+cu124
+- Datasets 3.1.0
+- Tokenizers 0.20.3

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      80034
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 80034,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 80034,
+  "renormalize_logits": true,
+  "transformers_version": "4.46.3"
+}

runs/Nov27_09-56-35_gpu0035.vampire/events.out.tfevents.1732722996.gpu0035.vampire.113901.1

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