update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: flan-t5-end2end-question-generation
+  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-end2end-question-generation
+
+This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6214
+
+## 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: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 7
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 2.6935        | 0.68  | 100  | 1.9503          |
+| 2.0864        | 1.35  | 200  | 1.8105          |
+| 1.9497        | 2.03  | 300  | 1.7440          |
+| 1.8739        | 2.71  | 400  | 1.6970          |
+| 1.8173        | 3.39  | 500  | 1.6763          |
+| 1.7876        | 4.06  | 600  | 1.6613          |
+| 1.7596        | 4.74  | 700  | 1.6343          |
+| 1.7368        | 5.42  | 800  | 1.6326          |
+| 1.7225        | 6.1   | 900  | 1.6207          |
+| 1.7138        | 6.77  | 1000 | 1.6214          |
+
+
+### Framework versions
+
+- Transformers 4.27.4
+- Pytorch 1.13.0
+- Datasets 2.1.0
+- Tokenizers 0.13.2