Machine Learning, AI, NLP, Programming, Deep Dives.
dataset.filter(filter_invalid_content, batched=False) def encode_data(batch): tokenized_inputs = tokenizer(batch["text"], padding=True, truncation=True, max_length=256) tokenized_inputs["labels"] = batch["encoded_label"] return tokenized_inputs dataset_encoded = dataset.map(encode_data,