model,tag,condition,block,frame,arm,K,n_census,n_above_floor,n_new,floor_threshold gpt2,gpt2,chat,10,raw,trained,8,0,8,7,0.155461 gpt2,gpt2,chat,10,whit,trained,64,12,49,49,0.041612 gpt2,gpt2,chat,2,raw,trained,8,1,6,5,0.337612 gpt2,gpt2,chat,2,whit,trained,64,15,5,5,0.162093 gpt2,gpt2,chat,6,raw,trained,8,1,8,7,0.139896 gpt2,gpt2,chat,6,whit,trained,64,17,48,48,0.056472 gpt2,gpt2-randinit,chat,10,raw,random-init floor,8,0,0,0,0.010591 gpt2,gpt2-randinit,chat,10,whit,random-init floor,64,2,10,10,0.002393 gpt2,gpt2-randinit,chat,2,raw,random-init floor,8,0,1,1,0.017894 gpt2,gpt2-randinit,chat,2,whit,random-init floor,64,2,7,7,0.005465 gpt2,gpt2-randinit,chat,6,raw,random-init floor,8,0,1,1,0.012203 gpt2,gpt2-randinit,chat,6,whit,random-init floor,64,2,9,9,0.003397 qwen3-0.6b,qwen3-0.6b,chat,14,raw,trained,8,0,5,4,0.136585 qwen3-0.6b,qwen3-0.6b,chat,14,whit,trained,64,17,62,61,0.031981 qwen3-0.6b,qwen3-0.6b,chat,23,raw,trained,8,1,7,6,0.135184 qwen3-0.6b,qwen3-0.6b,chat,23,whit,trained,64,14,57,56,0.041188 qwen3-0.6b,qwen3-0.6b,chat,5,raw,trained,8,0,5,5,0.180747 qwen3-0.6b,qwen3-0.6b,chat,5,whit,trained,64,13,49,49,0.070402 qwen3-0.6b,qwen3-0.6b-randinit,chat,14,raw,random-init floor,8,4,8,6,0.00579 qwen3-0.6b,qwen3-0.6b-randinit,chat,14,whit,random-init floor,64,7,14,12,0.002033 qwen3-0.6b,qwen3-0.6b-randinit,chat,23,raw,random-init floor,8,5,8,6,0.004714 qwen3-0.6b,qwen3-0.6b-randinit,chat,23,whit,random-init floor,64,6,4,2,0.002016 qwen3-0.6b,qwen3-0.6b-randinit,chat,5,raw,random-init floor,8,6,8,5,0.011746 qwen3-0.6b,qwen3-0.6b-randinit,chat,5,whit,random-init floor,64,8,43,42,0.003634 gpt2,gpt2,code,10,raw,trained,8,1,8,7,0.126402 gpt2,gpt2,code,10,whit,trained,32,4,29,28,0.041091 gpt2,gpt2,code,2,raw,trained,8,1,8,7,0.224168 gpt2,gpt2,code,2,whit,trained,8,1,5,5,0.097003 gpt2,gpt2,code,6,raw,trained,16,2,16,15,0.127998 gpt2,gpt2,code,6,whit,trained,8,1,8,7,0.034317 gpt2,gpt2-randinit,code,10,raw,random-init floor,8,0,1,1,0.011886 gpt2,gpt2-randinit,code,10,whit,random-init floor,32,1,0,0,0.005758 gpt2,gpt2-randinit,code,2,raw,random-init floor,8,0,1,1,0.028149 gpt2,gpt2-randinit,code,2,whit,random-init floor,8,0,0,0,0.022846 gpt2,gpt2-randinit,code,6,raw,random-init floor,16,0,2,2,0.016123 gpt2,gpt2-randinit,code,6,whit,random-init floor,8,0,0,0,0.010156 qwen3-0.6b,qwen3-0.6b,code,14,raw,trained,8,0,6,6,0.108306 qwen3-0.6b,qwen3-0.6b,code,14,whit,trained,64,20,59,59,0.035193 qwen3-0.6b,qwen3-0.6b,code,23,raw,trained,8,0,7,7,0.106322 qwen3-0.6b,qwen3-0.6b,code,23,whit,trained,64,14,50,50,0.05174 qwen3-0.6b,qwen3-0.6b,code,5,raw,trained,16,2,12,10,0.193762 qwen3-0.6b,qwen3-0.6b,code,5,whit,trained,64,14,58,56,0.100427 qwen3-0.6b,qwen3-0.6b-randinit,code,14,raw,random-init floor,8,6,8,6,0.0061 qwen3-0.6b,qwen3-0.6b-randinit,code,14,whit,random-init floor,64,1,11,10,0.002456 qwen3-0.6b,qwen3-0.6b-randinit,code,23,raw,random-init floor,8,5,8,6,0.004529 qwen3-0.6b,qwen3-0.6b-randinit,code,23,whit,random-init floor,64,0,4,2,0.002067 qwen3-0.6b,qwen3-0.6b-randinit,code,5,raw,random-init floor,16,9,16,14,0.011822 qwen3-0.6b,qwen3-0.6b-randinit,code,5,whit,random-init floor,64,2,44,43,0.004401 gpt2,gpt2,math,10,raw,trained,8,0,8,7,0.146065 gpt2,gpt2,math,10,whit,trained,32,4,25,25,0.050589 gpt2,gpt2,math,2,raw,trained,8,0,7,7,0.263297 gpt2,gpt2,math,2,whit,trained,64,9,18,18,0.107831 gpt2,gpt2,math,6,raw,trained,8,1,8,6,0.13389 gpt2,gpt2,math,6,whit,trained,64,13,51,50,0.026124 gpt2,gpt2-randinit,math,10,raw,random-init floor,8,0,2,2,0.008825 gpt2,gpt2-randinit,math,10,whit,random-init floor,32,4,1,1,0.002778 gpt2,gpt2-randinit,math,2,raw,random-init floor,8,0,1,1,0.018416 gpt2,gpt2-randinit,math,2,whit,random-init floor,64,2,3,3,0.005051 gpt2,gpt2-randinit,math,6,raw,random-init floor,8,0,0,0,0.013054 gpt2,gpt2-randinit,math,6,whit,random-init floor,64,4,0,0,0.003691 qwen3-0.6b,qwen3-0.6b,math,14,raw,trained,8,0,5,4,0.122505 qwen3-0.6b,qwen3-0.6b,math,14,whit,trained,64,17,57,57,0.039623 qwen3-0.6b,qwen3-0.6b,math,23,raw,trained,40,5,37,33,0.122017 qwen3-0.6b,qwen3-0.6b,math,23,whit,trained,64,12,57,54,0.031049 qwen3-0.6b,qwen3-0.6b,math,5,raw,trained,8,1,7,4,0.210096 qwen3-0.6b,qwen3-0.6b,math,5,whit,trained,64,13,63,59,0.108895 qwen3-0.6b,qwen3-0.6b-randinit,math,14,raw,random-init floor,8,6,8,6,0.005677 qwen3-0.6b,qwen3-0.6b-randinit,math,14,whit,random-init floor,64,4,14,13,0.002339 qwen3-0.6b,qwen3-0.6b-randinit,math,23,raw,random-init floor,40,4,40,38,0.004777 qwen3-0.6b,qwen3-0.6b-randinit,math,23,whit,random-init floor,64,6,4,2,0.001973 qwen3-0.6b,qwen3-0.6b-randinit,math,5,raw,random-init floor,8,3,8,6,0.014171 qwen3-0.6b,qwen3-0.6b-randinit,math,5,whit,random-init floor,64,3,45,43,0.004393 gpt2,gpt2,pile,10,raw,trained,8,0,8,7,0.16689 gpt2,gpt2,pile,10,whit,trained,64,9,44,43,0.05852 gpt2,gpt2,pile,2,raw,trained,8,1,7,6,0.300759 gpt2,gpt2,pile,2,whit,trained,64,8,10,10,0.150492 gpt2,gpt2,pile,6,raw,trained,8,1,8,7,0.1441 gpt2,gpt2,pile,6,whit,trained,64,12,53,53,0.07606 gpt2,gpt2-randinit,pile,10,raw,random-init floor,8,1,0,0,0.012011 gpt2,gpt2-randinit,pile,10,whit,random-init floor,64,2,4,4,0.003531 gpt2,gpt2-randinit,pile,2,raw,random-init floor,8,0,3,3,0.016082 gpt2,gpt2-randinit,pile,2,whit,random-init floor,64,2,3,3,0.009521 gpt2,gpt2-randinit,pile,6,raw,random-init floor,8,0,0,0,0.011812 gpt2,gpt2-randinit,pile,6,whit,random-init floor,64,3,2,2,0.004378 qwen3-0.6b,qwen3-0.6b,pile,14,raw,trained,8,0,7,6,0.115779 qwen3-0.6b,qwen3-0.6b,pile,14,whit,trained,64,17,59,57,0.032396 qwen3-0.6b,qwen3-0.6b,pile,23,raw,trained,24,3,19,15,0.128109 qwen3-0.6b,qwen3-0.6b,pile,23,whit,trained,64,8,46,43,0.055133 qwen3-0.6b,qwen3-0.6b,pile,5,raw,trained,8,0,7,6,0.190728 qwen3-0.6b,qwen3-0.6b,pile,5,whit,trained,64,17,58,57,0.085676 qwen3-0.6b,qwen3-0.6b-randinit,pile,14,raw,random-init floor,8,6,8,5,0.005523 qwen3-0.6b,qwen3-0.6b-randinit,pile,14,whit,random-init floor,64,4,10,8,0.002056 qwen3-0.6b,qwen3-0.6b-randinit,pile,23,raw,random-init floor,24,4,22,19,0.004347 qwen3-0.6b,qwen3-0.6b-randinit,pile,23,whit,random-init floor,64,10,4,2,0.002193 qwen3-0.6b,qwen3-0.6b-randinit,pile,5,raw,random-init floor,8,9,8,3,0.010734 qwen3-0.6b,qwen3-0.6b-randinit,pile,5,whit,random-init floor,64,3,23,21,0.004641