fiwejoiwe

README.md

@@ -55,6 +55,7 @@ from combining phonemes.)
 ```python
 from transformers import AutoTokenizer, BartForConditionalGeneration
 
+# Examples of mixed orthography and IPA phonemes:
 in_texts = [
     "Due to its coastal location, Long ·aɪlən·d winter temperatures are milder than most of the state.",
     "Due to its coastal location, Long ·b·iʧ winter temperatures are milder than most of the state.",
@@ -62,13 +63,16 @@ in_texts = [
     "Due to its coastal location, lɔŋ ·b·iʧ winter temperatures are milder than most of the state.",
 ]
 
+# Set up model and tokenizer:
 tokenizer = AutoTokenizer.from_pretrained("palat/bort")
 model = BartForConditionalGeneration.from_pretrained("palat/bort")
 
+# Run generative inference for the batch of examples:
 inputs = tokenizer(in_texts, return_tensors="pt", padding=True)
 summary_ids = model.generate(inputs["input_ids"], num_beams=2, min_length=0, max_length=2048)
 decoded = tokenizer.batch_decode(summary_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)
 
+# Print the translated text:
 for in_text, out_text in zip(in_texts, decoded):
     print(f"In:   \t{in_text}")
     print(f"Out:  \t{out_text}")