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Drop parquet mirror; the notebook builds its own from the raw columns

Parquet mirror: uncompressed + row groups (codec-neutral throughput benchmark)

Enlarge held-out val to 400 rows for a stable before/after number

Curated text_dense TextVQA subset (cached vision hiddens + SFT tokens)

initial commit