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ResearchFormerly WizWand

Training Data Attribution on Nanochat Unseen (test)

0.1792LDS CorrelationSTRIDE
0.0646960.0944230.124150.153877Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
STRIDEModel Capacity=537M, Runtime (h)=9.9, Peak GPU (GB)=8.412026.060.1792
STRIDEModel Capacity=1.38B, Runtime (h)=9.9, Peak GPU (GB)=8.412026.060.1671
STRIDEModel Capacity=897M, Runtime (h)=9.9, Peak GPU (GB)=8.412026.060.1598
AirRepModel Capacity=537M, Runtime (h)=116.1, Peak GPU (GB)=6.022026.060.1592
STRIDEModel Capacity=286M, Runtime (h)=9.9, Peak GPU (GB)=8.412026.060.1581
AirRepModel Capacity=897M, Runtime (h)=116.1, Peak GPU (GB)=6.022026.060.1438
AirRepModel Capacity=286M, Runtime (h)=116.1, Peak GPU (GB)=6.022026.060.1406
GTEModel Capacity=1.38B, Runtime (h)=2.99, Peak GPU (GB)=7.022026.060.1284
LoGRAModel Capacity=537M, Runtime (h)=52.3, Peak GPU (GB)=17.742026.060.1272
AirRep (PT)Model Capacity=537M, Runtime (h)=105.0, Peak GPU (GB)=2.102026.060.1259
LoGRAModel Capacity=1.38B, Runtime (h)=52.3, Peak GPU (GB)=17.742026.060.1139
LoGRAModel Capacity=897M, Runtime (h)=52.3, Peak GPU (GB)=17.742026.060.1138
GTEModel Capacity=537M, Runtime (h)=2.99, Peak GPU (GB)=7.022026.060.1132
LoGRAModel Capacity=286M, Runtime (h)=52.3, Peak GPU (GB)=17.742026.060.1126
AirRep (PT)Model Capacity=897M, Runtime (h)=105.0, Peak GPU (GB)=2.102026.060.1112
AirRep (PT)Model Capacity=286M, Runtime (h)=105.0, Peak GPU (GB)=2.102026.060.1108
GTEModel Capacity=897M, Runtime (h)=2.99, Peak GPU (GB)=7.022026.060.1028
GTEModel Capacity=286M, Runtime (h)=2.99, Peak GPU (GB)=7.022026.060.1006
TF-IDFModel Capacity=537M, Runtime (h)=8.28, Peak GPU (GB)=0.002026.060.0951
TF-IDFModel Capacity=1.38B, Runtime (h)=8.28, Peak GPU (GB)=0.002026.060.0893
TF-IDFModel Capacity=897M, Runtime (h)=8.28, Peak GPU (GB)=0.002026.060.0864
TF-IDFModel Capacity=286M, Runtime (h)=8.28, Peak GPU (GB)=0.002026.060.0842
RDSModel Capacity=537M, Runtime (h)=24.05, Peak GPU (GB)=11.622026.060.0748
RDSModel Capacity=1.38B, Runtime (h)=24.05, Peak GPU (GB)=11.622026.060.0742
RDSModel Capacity=897M, Runtime (h)=24.05, Peak GPU (GB)=11.622026.060.0695
RDSModel Capacity=286M, Runtime (h)=24.05, Peak GPU (GB)=11.622026.060.0691