## Code for NLU

Please follow these steps for running the code:

1.Create and activate conda env
```
cd examples/NLU
conda env create -f environment.yml
conda activate NLU
```

2.Install loralib

```
cd ..
pip install -e ..

```

3.Install transformers
```
cd NLU
pip install -e .

```

4.Run the scripts

Please first run scripts for MNLI to generate state_dict for other datasets

```
bash roberta_base_mnli.sh
bash roberta_large_mnli.sh
bash deberta_v3_base_mnli.sh
```
Then run other scripts for more resuls.