update model card README.md

README.md

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+---
+license: apache-2.0
+base_model: google/flan-t5-small
+tags:
+- generated_from_trainer
+datasets:
+- squad
+model-index:
+- name: google-flan-t5-small-modified_v2
+  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. -->
+
+# google-flan-t5-small-modified_v2
+
+This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the squad dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.3020
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 250  | 3.7751          |
+| 4.3074        | 2.0   | 500  | 2.1221          |
+| 4.3074        | 3.0   | 750  | 1.7130          |
+| 2.5366        | 4.0   | 1000 | 1.5271          |
+| 2.5366        | 5.0   | 1250 | 1.4301          |
+| 2.0483        | 6.0   | 1500 | 1.3643          |
+| 2.0483        | 7.0   | 1750 | 1.3389          |
+| 1.8774        | 8.0   | 2000 | 1.3123          |
+| 1.8774        | 9.0   | 2250 | 1.3067          |
+| 1.7724        | 10.0  | 2500 | 1.3020          |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.4
+- Tokenizers 0.13.3