Create README.md

README.md

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+---
+datasets:
+- UKPLab/DARA-Agentbench
+---
+# DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
+## Model Information
+This model is a fine-tuned semantic parsing LLM agent for KGQA. We fine-tune the llama-2-7B on our curated reasoning trajectory in the **Agentbench format**: https://huggingface.co/datasets/UKPLab/dara-agentbench.
+
+## Model Usage 
+
+```python
+from transformers import AutoModelForCausalLM
+
+model = AutoModelForCausalLM.from_pretrained( "UKPLab/agentbench-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