Create README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+datasets:
+- glue
+metrics:
+- matthews_correlation
+model-index:
+- name: distilroberta-base-finetuned-LoRA-CoLA
+  results:
+  - task:
+      name: Text Classification
+      type: text-classification
+    dataset:
+      name: glue
+      type: glue
+      args: cola
+    metrics:
+    - name: Matthews Correlation
+      type: matthews_correlation
+      value: 0.547116568580723
+---
+
+<!-- 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. -->
+
+# distilroberta-base-finetuned-lora-cola
+
+This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on the glue dataset.
+It achieves the following results on the evaluation set:
+- Matthews Correlation: 0.5471
+- trainable model parameters: 739586
+- all model parameters: 82859524
+- percentage of trainable model parameters: 0.89%
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-04
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- weight_decay: 0.01
+- rank: 8
+- lora_alpha: 16
+- lora_dropout: 0.05
+- num_epochs: 5