update model card README.md

README.md

@@ -0,0 +1,61 @@
+---
+license: cc-by-4.0
+tags:
+- generated_from_trainer
+datasets:
+- squad_v2
+model-index:
+- name: roberta-base-squad2-finetuned-squad2
+  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. -->
+
+# roberta-base-squad2-finetuned-squad2
+
+This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on the squad_v2 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5182
+
+## 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: 3e-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: 4
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.8283        | 1.0   | 16478 | 0.9060          |
+| 0.5981        | 2.0   | 32956 | 1.0346          |
+| 0.405         | 3.0   | 49434 | 1.1973          |
+| 0.2766        | 4.0   | 65912 | 1.5182          |
+
+
+### Framework versions
+
+- Transformers 4.19.4
+- Pytorch 1.8.1+cu111
+- Datasets 2.2.2
+- Tokenizers 0.12.1