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Fixed a typo in Update inference.py
Prefilling was misspelled here.
parser.add_argument("--chunk_size", type=int, default=-1,
help="chunk size for the model for prefiiling. "
"When using 40G gpu for vl2-small, set a chunk_size for incremental_prefilling."
"Otherwise, default value is -1, which means we do not use incremental_prefilling.")