End of training

README.md

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+---
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-en-zh
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: medical_en_zh_8_29
+  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. -->
+
+# medical_en_zh_8_29
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-zh](https://huggingface.co/Helsinki-NLP/opus-mt-en-zh) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8832
+- Bleu: 37.4827
+- Gen Len: 126.8591
+
+## 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: 8e-05
+- train_batch_size: 8
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len  |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:--------:|
+| 1.5517        | 1.02  | 3000  | 1.3893          | 30.6374 | 128.9001 |
+| 1.2621        | 2.04  | 6000  | 1.2044          | 31.9025 | 128.2471 |
+| 1.116         | 3.06  | 9000  | 1.1085          | 34.723  | 125.0336 |
+| 1.0159        | 4.08  | 12000 | 1.0374          | 35.3902 | 126.2187 |
+| 0.9338        | 5.1   | 15000 | 0.9952          | 36.0916 | 125.306  |
+| 0.8658        | 6.12  | 18000 | 0.9503          | 36.7602 | 126.7424 |
+| 0.8146        | 7.14  | 21000 | 0.9213          | 36.7016 | 126.5226 |
+| 0.7804        | 8.16  | 24000 | 0.8997          | 37.0674 | 127.4143 |
+| 0.759         | 9.19  | 27000 | 0.8832          | 37.4827 | 126.8591 |
+
+
+### Framework versions
+
+- Transformers 4.33.0.dev0
+- Pytorch 2.0.0
+- Datasets 2.1.0
+- Tokenizers 0.13.3

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      65000
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 65000,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 65000,
+  "renormalize_logits": true,
+  "transformers_version": "4.33.0.dev0"
+}

pytorch_model.bin

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