```python
import torch
from transformers import AutoTokenizer, AutoModelForCausalLM

model_id = "/home/mwiti/mwitiderrick/output_oneshot"
model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", torch_dtype=torch.float16)
tokenizer = AutoTokenizer.from_pretrained(model_id)
inputs = tokenizer("Hello my name is", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=20)
print(tokenizer.batch_decode(outputs)[0])

"""
<s> Hello my name is Katie and I am a student at the University of Gloucestershire. I am currently studying

"""


```