End of training

README.md

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+---
+base_model: csebuetnlp/banglat5_nmt_bn_en
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bangla_idiom_translation_v1
+  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. -->
+
+# bangla_idiom_translation_v1
+
+This model is a fine-tuned version of [csebuetnlp/banglat5_nmt_bn_en](https://huggingface.co/csebuetnlp/banglat5_nmt_bn_en) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3032
+- Rouge1: 85.3143
+- Rouge2: 73.3973
+- Rougel: 82.4163
+- Rougelsum: 82.4211
+- Gen Len: 21.2116
+
+## 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: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 5000
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
+| 0.5372        | 1.0   | 3066  | 0.3419          | 85.3363 | 73.5641 | 82.4285 | 82.4387   | 21.2325 |
+| 0.4708        | 2.0   | 6132  | 0.3181          | 85.2649 | 73.4772 | 82.47   | 82.484    | 21.1232 |
+| 0.437         | 3.0   | 9198  | 0.3076          | 85.3474 | 73.5827 | 82.5201 | 82.5292   | 21.1559 |
+| 0.416         | 4.0   | 12264 | 0.3040          | 85.372  | 73.4868 | 82.4993 | 82.4963   | 21.1842 |
+| 0.4079        | 5.0   | 15330 | 0.3032          | 85.3143 | 73.3973 | 82.4163 | 82.4211   | 21.2116 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.17.1
+- Tokenizers 0.15.2

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "length_penalty": 0.6,
+  "max_length": 128,
+  "num_beams": 4,
+  "pad_token_id": 0,
+  "transformers_version": "4.37.2"
+}

model.safetensors

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 size 990345064

runs/Feb27_16-50-18_e1ecf13bb412/events.out.tfevents.1709052687.e1ecf13bb412.252.0

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