update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- simplification
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: flan-t5-large-clara-med
+  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. -->
+
+# flan-t5-large-clara-med
+
+This model is a fine-tuned version of [google/flan-t5-large](https://huggingface.co/google/flan-t5-large) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0898
+- Rouge1: 28.9888
+- Rouge2: 16.3801
+- Rougel: 27.4186
+- Rougelsum: 27.4043
+
+## 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: 5.6e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
+| No log        | 1.0   | 380  | 1.1948          | 28.2861 | 15.6461 | 26.7126 | 26.7389   |
+| No log        | 2.0   | 760  | 1.1361          | 28.3528 | 15.8519 | 26.8151 | 26.8069   |
+| 1.3561        | 3.0   | 1140 | 1.1051          | 29.6216 | 16.8227 | 28.0662 | 28.0613   |
+| 1.3561        | 4.0   | 1520 | 1.0915          | 29.3603 | 16.5008 | 27.7915 | 27.7761   |
+| 1.0939        | 5.0   | 1900 | 1.0898          | 28.9888 | 16.3801 | 27.4186 | 27.4043   |
+
+
+### Framework versions
+
+- Transformers 4.25.1
+- Pytorch 1.13.0
+- Datasets 2.8.0
+- Tokenizers 0.12.1