Delete simple_inference.py

simple_inference.py

@@ -1,29 +0,0 @@
-from InstructABSA.utils import T5Generator
-from instructions import InstructionsHandler
-
-# Set Global Values
-instruct_handler = InstructionsHandler()
-
-# Load instruction set 2 for ASPE
-instruct_handler.load_instruction_set2()
-
-print('Mode set to: Individual sample inference')
-
-
-# Create T5 model object
-model_checkpoint = "./Models/joint_task/kevinscariajoint_tk-instruct-base-def-pos-neg-neut-combined-robs_experiment"
-t5_exp = T5Generator(model_checkpoint)
-print("Model loaded from: ", model_checkpoint)
-bos_instruction_id = instruct_handler.aspe['bos_instruct2']
-eos_instruction = instruct_handler.aspe['eos_instruct']
-
-# Get input from user
-user_input = input("Enter sentence for inference: ")
-# format and tokenize input
-model_input = bos_instruction_id + user_input + eos_instruction
-input_ids = t5_exp.tokenizer(model_input, return_tensors="pt").input_ids
-# generate output
-outputs = t5_exp.model.generate(input_ids, max_length=128)
-# decode output and print
-print('Model output: ', t5_exp.tokenizer.decode(outputs[0], skip_special_tokens=True))
-