update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+model-index:
+- name: Pegasus_paraphraser_3
+  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. -->
+
+# Pegasus_paraphraser_3
+
+This model is a fine-tuned version of [Gayathri142214002/Pegasus_paraphraser_2](https://huggingface.co/Gayathri142214002/Pegasus_paraphraser_2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2735
+
+## 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: 0.0001
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 0.2379        | 0.46  | 1000 | 0.2257          |
+| 0.2471        | 0.91  | 2000 | 0.2310          |
+| 0.2034        | 1.37  | 3000 | 0.2519          |
+| 0.2011        | 1.83  | 4000 | 0.2442          |
+| 0.1772        | 2.28  | 5000 | 0.2644          |
+| 0.1695        | 2.74  | 6000 | 0.2562          |
+| 0.1532        | 3.19  | 7000 | 0.2754          |
+| 0.1417        | 3.65  | 8000 | 0.2735          |
+
+
+### Framework versions
+
+- Transformers 4.29.2
+- Pytorch 2.0.1+cu117
+- Datasets 2.12.0
+- Tokenizers 0.13.3