Upload T5/showtokensT5.py with huggingface_hub

T5/showtokensT5.py

@@ -0,0 +1,37 @@
+#!/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)
+
+
+