| #!/bin/env python | |
| """ | |
| It turns out that T5 does some odd token padding of its text input. | |
| This program shows the padding, in human readable form | |
| """ | |
| from transformers import T5Tokenizer,T5EncoderModel | |
| import torch | |
| T="mcmonkey/google_t5-v1_1-xxl_encoderonly" | |
| tokenizer = T5Tokenizer.from_pretrained(T) | |
| print("loded tokenzier") | |
| def get_tokens(word): | |
| tokens = tokenizer(word, return_tensors="pt") | |
| input_ids = tokens.input_ids | |
| print("Bare input_ids:",input_ids) | |
| decoded_tokens = tokenizer.convert_ids_to_tokens(tokens["input_ids"][0]) | |
| print("Tokenized input:", decoded_tokens) | |
| # id should be a numeral | |
| def get_token_from_id(id): | |
| decoded_tokens = tokenizer.convert_ids_to_tokens(id) | |
| print("Tokenized id:", decoded_tokens) | |
| get_tokens("cat") | |
| get_tokens("dogs and cats living together") | |
| get_token_from_id(1712) | |