#cross-model

Cross-Model Replication: Surprisal Typology Clusters by Family in Both Qwen and Gemma 4

Does the finding that surprisal curves cluster by language family replicate across different model architectures (Qwen2.5-7B dense vs Gemma 4 E2B MoE)?

• Family clustering replicates across architectures, but with important caveats. Gemma 4 shows 2.52x family ratio vs Qwen'…
• The within-family distance appears identical (0.0073) across both models — this is a rounding coincidence. Actual values…