import torch
from transformers import MistralForCausalLM, AutoTokenizer

model = MistralForCausalLM.from_pretrained("vanillaOVO/correction_2", device_map="auto")
tokenizer = AutoTokenizer.from_pretrained("vanillaOVO/correction_2")

Generating Text

To generate text, use the following Python code:

python

text = "Large language models are "
inputs = tokenizer(text, return_tensors="pt")

outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))