End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: utrobinmv/t5_translate_en_ru_zh_small_1024
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: my_awesome_books_model_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. -->
+
+# my_awesome_books_model_2
+
+This model is a fine-tuned version of [utrobinmv/t5_translate_en_ru_zh_small_1024](https://huggingface.co/utrobinmv/t5_translate_en_ru_zh_small_1024) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9046
+- Bleu: 41.4247
+- Gen Len: 39.2936
+
+## 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: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 1.2723        | 1.0   | 2229 | 1.0163          | 38.3982 | 39.2681 |
+| 1.1332        | 2.0   | 4458 | 0.9423          | 40.3418 | 39.2605 |
+| 1.0652        | 3.0   | 6687 | 0.9150          | 41.1569 | 39.2867 |
+| 1.027         | 4.0   | 8916 | 0.9046          | 41.4247 | 39.2936 |
+
+
+### Framework versions
+
+- Transformers 4.47.1
+- Pytorch 2.5.1+cu121
+- Datasets 3.2.0
+- Tokenizers 0.21.0

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "max_new_tokens": 1024,
+  "num_beams": 5,
+  "pad_token_id": 0,
+  "repetition_penalty": 5.0,
+  "transformers_version": "4.47.1"
+}

runs/Dec25_18-11-23_46faf987ff3e/events.out.tfevents.1735150290.46faf987ff3e.658.0

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