import torch
from transformers import AutoModelForSequenceClassification

# Load your trained POSNEG1 model
model = AutoModelForSequenceClassification.from_pretrained("chaosbringerc/POSNEG1")

# Convert to TorchScript format
scripted_model = torch.jit.script(model)

# Save safely as model.pt
scripted_model.save("model.pt")