End of training

README.md

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+---
+license: apache-2.0
+base_model: google/mt5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: en_bn_summarize_v4
+  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. -->
+
+# en_bn_summarize_v4
+
+This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.9901
+- Rouge1: 0.0
+- Rouge2: 0.0
+- Rougel: 0.0
+- Rougelsum: 0.0
+- Gen Len: 18.5342
+
+## 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: 2
+- eval_batch_size: 2
+- 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: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 26.6079       | 1.0   | 615  | 19.6911         | 0.0    | 0.0    | 0.0    | 0.0       | 5.8944  |
+| 22.7508       | 2.0   | 1230 | 12.3575         | 0.0    | 0.0    | 0.0    | 0.0       | 6.8447  |
+| 15.4958       | 3.0   | 1845 | 4.1616          | 0.0    | 0.0    | 0.0    | 0.0       | 16.4099 |
+| 7.2592        | 4.0   | 2460 | 3.5828          | 0.0    | 0.0    | 0.0    | 0.0       | 10.7702 |
+| 4.7619        | 5.0   | 3075 | 3.3817          | 0.0    | 0.0    | 0.0    | 0.0       | 16.1615 |
+| 4.5058        | 6.0   | 3690 | 3.2461          | 0.0    | 0.0    | 0.0    | 0.0       | 17.2733 |
+| 4.3329        | 7.0   | 4305 | 3.1254          | 0.0    | 0.0    | 0.0    | 0.0       | 18.0124 |
+| 4.1691        | 8.0   | 4920 | 3.0500          | 0.0    | 0.0    | 0.0    | 0.0       | 17.9689 |
+| 3.9262        | 9.0   | 5535 | 2.9968          | 0.0    | 0.0    | 0.0    | 0.0       | 18.4161 |
+| 3.862         | 10.0  | 6150 | 2.9901          | 0.0    | 0.0    | 0.0    | 0.0       | 18.5342 |
+
+
+### Framework versions
+
+- Transformers 4.33.1
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.13.3

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.33.1"
+}

pytorch_model.bin

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