| Error | Likely Cause | Solution | |-------|--------------|----------| | File not found: set5/ | Incomplete unzip | Re-extract with -j to flatten or rebuild directory | | KeyError: 'input_ids' | Data not tokenized | Apply tokenizer(data['text'], padding=True, truncation=True) | | CUDA out of memory | Set size too large | Use per_device_train_batch_size=4 and gradient accumulation | | Mismatched label count | Some languages missing WALS features | Filter out -999 or NaN values during loading |
The Bridge Between Typology and Transformers: WALS and RoBERTa WALS Roberta Sets 1-36.zip
trainer = Trainer( model=model, args=training_args, train_dataset=train_encodings, # tokenized from WALS Roberta Sets eval_dataset=test_encodings, ) | Error | Likely Cause | Solution |