Update README.md

README.md

@@ -7,5 +7,26 @@ datasets:
 
 # DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
 
+## Model Information
 <!-- Provide a quick summary of what the model is/does. -->
-This model is a fine-tuned semantic parsing LLM agent for KGQA. Please check the repository https://github.com/UKPLab/acl2024-DARA for details.
+This model is a fine-tuned semantic parsing LLM agent for KGQA.
+We fine-tune the llama-2-7B on our curated reasoning trajectory https://huggingface.co/datasets/UKPLab/dara.
+
+
+## Model Usage
+```python
+from transformers import AutoModelForCausalLM
+
+model = AutoModelForCausalLM.from_pretrained(
+                "UKPLab/dara-llama-2-7b",
+                torch_dtype=torch.float16,
+                device_map="auto",
+                cache_dir = "cache"
+            )
+```
+For more information, please check the repository https://github.com/UKPLab/acl2024-DARA
+
+## Hyperparameters
+- Learning rate: 2e-5
+- Batch size: 4
+- Training epochs: 10