Correct the card: the model is now trained on the 19.2 MB TinyStories validation set (the actual #17 request). Fixes param count (100,936 unique; the earlier 106,568 double-counted the tied head) and reports the honest memorization result (ratio 1.02x, verified reproducible).
Ship the correct Testr-100K model (trained on the 19.2 MB TinyStories validation set, as requested in #17). Replaces the wrong-data weights (191 MB web text). 100,936 unique params; memorized PPL 3.1540 vs never-seen 3.2203 (ratio 1.02x) — verified reproducible from this file.
Fix false 'fulfils request #17' claim: the model was trained on 191 MB web text, not the requested TinyStories-validation-only experiment. Published as a from-scratch demonstration, not the requested experiment.