code added

You can use the model to detect events from any news data as

```

from peft import PeftModel

from transformers import AutoModelForCausalLM

import torch

model = AutoModelForCausalLM.from_pretrained("microsoft/phi-1_5", trust_remote_code=True, torch_dtype=torch.float32)

peft_model = PeftModel.from_pretrained(model, "Abinaya/phi-1_5-finetuned-news-events", from_transformers=True)

model = peft_model.merge_and_unload()

model
```

README.md

@@ -8,4 +8,5 @@ metrics:
 - accuracy
 library_name: adapter-transformers
 pipeline_tag: text-generation
----
+---
+