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Representational Alignment on Nemotron 3 Nano Internal Activations

1Avg. CKABF16 (Teacher)
0.956320.967660.9790.99034Jun 4, 2026

Evaluation results

MethodLinks
BF16 (Teacher)measurement=Linear CKA on centered decoder block activations, normalization=[0, 1], probes=configured decoder block output probes2026.0611
CKA-QADmeasurement=Linear CKA on centered decoder block activations, normalization=[0, 1], probes=configured decoder block output probes2026.060.9940.985
NVFP4 PTQmeasurement=Linear CKA on centered decoder block activations, normalization=[0, 1], probes=configured decoder block output probes2026.060.9930.983
QAD (KL-only)measurement=Linear CKA on centered decoder block activations, normalization=[0, 1], probes=configured decoder block output probes2026.060.9580.74