README.md

---
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