Create inference.py

inference.py

@@ -0,0 +1,11 @@
+import torch
+from torchtext.data.utils import get_tokenizer
+from model_arch import TextClassifierModel
+
+model_loaded = torch.load('model_checkpoint.pth')
+vocab = torch.load('vocab.pt')
+tokenizer = get_tokenizer("spacy", language="es")
+
+text_pipeline = lambda x: vocab(tokenizer(x))
+
+