Update README.md

README.md

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 ---
+model-index:
+  - name: MetaMath-LoRA-LLaMA-7B
+    results:
+      - task:
+          type: text-generation
+        dataset:
+          name: meta-math/MetaMathQA
+          type: meta-math/MetaMathQA
+        metrics:
+          - name: Accuracy (zero-shot)
+            type: Accuracy (zero-shot)
+            value: 0.61
+            verified: true
+        source:
+          name: Arithmetic Reasoning on GSM8K
+          url: https://paperswithcode.com/sota/arithmetic-reasoning-on-gsm8k
 license: mit
 ---
+
+# Fine-tune LLaMA 2 (7B) with LoRA on meta-math/MetaMathQA
+Fine-tune for two epochs
+
+## Result:
+**Reload the saved adapter**:
+Invalid output length: 9, Testing length: 1319, **Accuracy: **
+
+## Comparison
+The official report **accuracy is 0.665** by fine-tuning the whole LLaMA 2 7B model for 3 epochs.
+
+**Note**: The LoRA adapter is being used for future research purposes.