End of training

README.md

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+---
+library_name: transformers
+base_model: iamTangsang/MarianMT-Nepali-to-English-Synthetic-Pretrain-Continued
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: 208k-MarianMT-Nepali-to-English
+  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. -->
+
+# 208k-MarianMT-Nepali-to-English
+
+This model is a fine-tuned version of [iamTangsang/MarianMT-Nepali-to-English-Synthetic-Pretrain-Continued](https://huggingface.co/iamTangsang/MarianMT-Nepali-to-English-Synthetic-Pretrain-Continued) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.7458
+- Bleu: 23.0471
+- Gen Len: 26.8454
+
+## 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: 3e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch  | Step  | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:------:|:-----:|:---------------:|:-------:|:-------:|
+| 2.108         | 0.2500 | 3230  | 1.9853          | 15.2869 | 30.3236 |
+| 1.9731        | 0.4999 | 6460  | 1.8364          | 21.4787 | 27.7903 |
+| 1.8547        | 0.7499 | 9690  | 1.7712          | 27.1901 | 25.855  |
+| 1.8446        | 0.9998 | 12920 | 1.7458          | 23.0471 | 26.8454 |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.5.1+cu121
+- Datasets 3.2.0
+- Tokenizers 0.20.3

generation_config.json

@@ -0,0 +1,16 @@
+{
+  "bad_words_ids": [
+    [
+      64171
+    ]
+  ],
+  "bos_token_id": 0,
+  "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": "4.45.2"
+}

model.safetensors

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