results: phase 7-19d CSVs and summaries

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+results/figures/phase19b_qa_softqa_pd_w2000_6seeds_summary_20260403_0711_heatmaps.png filter=lfs diff=lfs merge=lfs -text

results/csv/3seed_top3_results_20260310_2242.csv

@@ -0,0 +1,10 @@
+Variant,Seed,Final_Val_Loss
+none,1337,7.3218
+none,42,7.3918
+none,123,7.2759
+vnorm,1337,6.4886
+vnorm,42,6.6105
+vnorm,123,6.5917
+qvnorm,1337,6.4545
+qvnorm,42,6.5394
+qvnorm,123,6.3194

results/csv/a10_replication_runs_20260322_0639.csv

@@ -0,0 +1,28 @@
+variant,short_name,category,warmup,seed,status,hardware,tokens_per_iter,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+none,baseline,core,2000,42,ok,A10_24GB,4096,1658.66,123.59,4.4719,10000,4.4719,True,out-openwebtext_none_warmup2000_seed42_a100,
+none,baseline,core,2000,1337,ok,A10_24GB,4096,1648.82,123.59,4.4576,10000,4.4576,True,out-openwebtext_none_warmup2000_seed1337_a100,
+none,baseline,core,2000,123,ok,A10_24GB,4096,1664.42,123.59,4.4729,10000,4.4729,True,out-openwebtext_none_warmup2000_seed123_a100,
+dynamic,cheap_q,core,2000,42,ok,A10_24GB,4096,1764.21,123.64,4.4168,10000,4.4168,True,out-openwebtext_dynamic_warmup2000_seed42_a100,
+dynamic,cheap_q,core,2000,1337,ok,A10_24GB,4096,1768.59,123.64,4.4187,10000,4.4187,True,out-openwebtext_dynamic_warmup2000_seed1337_a100,
+dynamic,cheap_q,core,2000,123,ok,A10_24GB,4096,1757.57,123.64,4.4312,9750,4.4484,False,out-openwebtext_dynamic_warmup2000_seed123_a100,
+dynamic_qconditioned_mlp128,midtier_q,core,2000,42,ok,A10_24GB,4096,1813.42,123.78,4.4047,9750,4.4226,False,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed42_a100,
+dynamic_qconditioned_mlp128,midtier_q,core,2000,1337,ok,A10_24GB,4096,1809.87,123.78,4.4111,9500,4.4173,False,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed1337_a100,
+dynamic_qconditioned_mlp128,midtier_q,core,2000,123,ok,A10_24GB,4096,1811.18,123.78,4.3958,9750,4.4064,False,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed123_a100,
+dynamic_qa_conditioned,cheap_qa,core,2000,42,ok,A10_24GB,4096,1774.11,123.69,4.4267,9500,4.4286,False,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed42_a100,
+dynamic_qa_conditioned,cheap_qa,core,2000,1337,ok,A10_24GB,4096,1776.26,123.69,4.4256,10000,4.4256,True,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed1337_a100,
+dynamic_qa_conditioned,cheap_qa,core,2000,123,ok,A10_24GB,4096,1778.2,123.69,4.393,9750,4.4087,False,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed123_a100,
+dynamic_a_conditioned,a_only,core,2000,42,ok,A10_24GB,4096,1741.46,123.64,4.4374,10000,4.4374,True,out-openwebtext_dynamic_a_conditioned_warmup2000_seed42_a100,
+dynamic_a_conditioned,a_only,core,2000,1337,ok,A10_24GB,4096,1744.44,123.64,4.4252,10000,4.4252,True,out-openwebtext_dynamic_a_conditioned_warmup2000_seed1337_a100,
+dynamic_a_conditioned,a_only,core,2000,123,ok,A10_24GB,4096,1746.27,123.64,4.4404,9750,4.4554,False,out-openwebtext_dynamic_a_conditioned_warmup2000_seed123_a100,
+vnorm,vnorm,fairness,2000,42,ok,A10_24GB,4096,1847.65,123.59,4.4934,10000,4.4934,True,out-openwebtext_vnorm_warmup2000_seed42_a100,
+vnorm,vnorm,fairness,2000,1337,ok,A10_24GB,4096,1852.51,123.59,4.4847,10000,4.4847,True,out-openwebtext_vnorm_warmup2000_seed1337_a100,
+vnorm,vnorm,fairness,2000,123,ok,A10_24GB,4096,1853.73,123.59,4.489,10000,4.489,True,out-openwebtext_vnorm_warmup2000_seed123_a100,
+qvnorm,qvnorm,fairness,2000,42,ok,A10_24GB,4096,2061.64,123.59,4.4746,10000,4.4746,True,out-openwebtext_qvnorm_warmup2000_seed42_a100,
+qvnorm,qvnorm,fairness,2000,1337,ok,A10_24GB,4096,2059.33,123.59,4.4672,10000,4.4672,True,out-openwebtext_qvnorm_warmup2000_seed1337_a100,
+qvnorm,qvnorm,fairness,2000,123,ok,A10_24GB,4096,2060.6,123.59,4.4525,10000,4.4525,True,out-openwebtext_qvnorm_warmup2000_seed123_a100,
+static_gate_prehead,static_prehead,fairness,2000,42,ok,A10_24GB,4096,1719.58,123.6,4.4569,10000,4.4569,True,out-openwebtext_static_gate_prehead_warmup2000_seed42_a100,
+static_gate_prehead,static_prehead,fairness,2000,1337,ok,A10_24GB,4096,1719.8,123.6,4.4281,10000,4.4281,True,out-openwebtext_static_gate_prehead_warmup2000_seed1337_a100,
+static_gate_prehead,static_prehead,fairness,2000,123,ok,A10_24GB,4096,1721.57,123.6,4.4464,10000,4.4464,True,out-openwebtext_static_gate_prehead_warmup2000_seed123_a100,
+post_rmsnorm_y,post_rmsnorm,fairness,2000,42,ok,A10_24GB,4096,1855.27,123.59,4.8385,10000,4.8385,True,out-openwebtext_post_rmsnorm_y_warmup2000_seed42_a100,
+post_rmsnorm_y,post_rmsnorm,fairness,2000,1337,ok,A10_24GB,4096,1850.92,123.59,4.8342,10000,4.8342,True,out-openwebtext_post_rmsnorm_y_warmup2000_seed1337_a100,
+post_rmsnorm_y,post_rmsnorm,fairness,2000,123,ok,A10_24GB,4096,1851.69,123.59,4.8465,10000,4.8465,True,out-openwebtext_post_rmsnorm_y_warmup2000_seed123_a100,

results/csv/a_only_screen_runs_20260320_2335.csv

@@ -0,0 +1,2 @@
+variant,variant_short,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_a_conditioned,a_only,2000,42,ok,3749.96,123.64,4.4167,10000,4.4167,True,out-openwebtext_dynamic_a_conditioned_warmup2000_seed42,

results/csv/all_variants_results_20260310_2002.csv

@@ -0,0 +1,6 @@
+Variant,Final_Val_Loss,vs_Baseline
+none,5.8126,+0.0000
+vnorm,5.3412,-0.4714
+qvnorm,5.3275,-0.4851
+dynamic,5.9240,+0.1114
+dynamic_swiglu,5.8899,+0.0773

results/csv/chaos_confirmation_runs_20260321_2215.csv

@@ -0,0 +1,13 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+none,baseline,2000,1337,ok,3696.59,123.59,4.4618,9750,4.5041,False,out-openwebtext_none_warmup2000_seed1337_chaos,
+none,baseline,2000,123,ok,3648.77,123.59,4.4813,9500,4.5018,False,out-openwebtext_none_warmup2000_seed123_chaos,
+dynamic_ones_gate,ones_identity,2000,1337,ok,3585.71,123.59,4.4612,9750,4.5046,False,out-openwebtext_dynamic_ones_gate_warmup2000_seed1337_chaos,
+dynamic_ones_gate,ones_identity,2000,123,ok,3556.0,123.59,4.4796,9500,4.5018,False,out-openwebtext_dynamic_ones_gate_warmup2000_seed123_chaos,
+dynamic_a_conditioned,a_only,2000,1337,ok,3692.26,123.64,4.4399,9250,4.4415,False,out-openwebtext_dynamic_a_conditioned_warmup2000_seed1337_chaos,
+dynamic_a_conditioned,a_only,2000,123,ok,3727.95,123.64,4.429,10000,4.429,True,out-openwebtext_dynamic_a_conditioned_warmup2000_seed123_chaos,
+dynamic_random_gate,random_uniform,2000,1337,ok,3589.57,123.59,4.4948,9750,4.5373,False,out-openwebtext_dynamic_random_gate_warmup2000_seed1337_chaos,
+dynamic_random_gate,random_uniform,2000,123,ok,3654.88,123.59,4.507,9500,4.5266,False,out-openwebtext_dynamic_random_gate_warmup2000_seed123_chaos,
+dynamic_random_normal,random_normal,2000,1337,ok,3700.54,123.59,4.471,9750,4.5129,False,out-openwebtext_dynamic_random_normal_warmup2000_seed1337_chaos,
+dynamic_random_normal,random_normal,2000,123,ok,3731.77,123.59,4.4824,9500,4.5023,False,out-openwebtext_dynamic_random_normal_warmup2000_seed123_chaos,
+dynamic_bernoulli_gate,bernoulli_drop,2000,1337,ok,3734.81,123.59,4.65,9750,4.6947,False,out-openwebtext_dynamic_bernoulli_gate_warmup2000_seed1337_chaos,
+dynamic_bernoulli_gate,bernoulli_drop,2000,123,ok,3731.55,123.59,4.6417,9500,4.6618,False,out-openwebtext_dynamic_bernoulli_gate_warmup2000_seed123_chaos,

results/csv/cheap_qa_confirmation_runs_20260320_1854.csv

@@ -0,0 +1,5 @@
+variant,variant_short,warmup,seed,note,status,runtime_sec,params_m,best_val,best_step,final_val,out_dir,error
+dynamic_qa_conditioned,cheap_qa,3000,42,depth probe,ok,3758.93,123.69,4.3711,10000,4.3711,out-openwebtext_dynamic_qa_conditioned_warmup3000_seed42,
+dynamic_qa_conditioned,cheap_qa,3000,1337,new,ok,3738.78,123.69,4.364,9750,4.4108,out-openwebtext_dynamic_qa_conditioned_warmup3000_seed1337,
+dynamic_qa_conditioned,cheap_qa,3000,123,new,ok,3773.97,123.69,4.3944,9750,4.4029,out-openwebtext_dynamic_qa_conditioned_warmup3000_seed123,
+dynamic_qa_conditioned,cheap_qa,2000,42,clean rerun replaces screen anchor,ok,3743.75,123.69,4.3906,10000,4.3906,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed42,

results/csv/cheap_qa_followup_runs_20260320_0904.csv

@@ -0,0 +1,4 @@
+variant,variant_short,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,out_dir,error
+dynamic_qa_conditioned,cheap_qa,3000,42,ok,3738.68,123.69,4.3603,10000,4.3603,out-openwebtext_dynamic_qa_conditioned_warmup3000_seed42,
+dynamic_qa_conditioned,cheap_qa,2000,1337,ok,3759.41,123.69,4.3824,9750,4.4278,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed1337,
+dynamic_qa_conditioned,cheap_qa,2000,123,ok,3769.64,123.69,4.3914,9750,4.4034,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed123,

results/csv/dot_gate_runs_20260324_0712.csv

@@ -0,0 +1,7 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_dot_elementwise,dot_elementwise,2000,42,ok,3813.58,123.59,4.4574,9750,4.4707,False,out-openwebtext_dot_gate_shared,
+dynamic_dot_elementwise,dot_elementwise,2000,1337,ok,3744.31,123.59,4.4374,9750,4.4806,False,out-openwebtext_dot_gate_shared,
+dynamic_dot_elementwise,dot_elementwise,2000,123,ok,3736.11,123.59,4.4662,9500,4.4847,False,out-openwebtext_dot_gate_shared,
+dynamic_dot_scalar,dot_scalar,2000,42,ok,3797.6,123.59,4.4646,9750,4.478,False,out-openwebtext_dot_gate_shared,
+dynamic_dot_scalar,dot_scalar,2000,1337,ok,3794.8,123.59,4.4549,9750,4.4988,False,out-openwebtext_dot_gate_shared,
+dynamic_dot_scalar,dot_scalar,2000,123,ok,3794.47,123.59,4.4608,9500,4.4814,False,out-openwebtext_dot_gate_shared,

results/csv/faithful_x_screen_runs_seed42_20260319_0733.csv

@@ -0,0 +1,9 @@
+variant,variant_short,warmup,seed,best_train,best_val,final_train,final_val,status,out_dir
+dynamic_xconditioned_g1,global_x,500,42,4.9935,4.9626,4.9955,4.9626,ok,out-openwebtext_dynamic_xconditioned_g1_warmup500_seed42
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,500,42,4.8763,4.8963,4.8908,4.8981,ok,out-openwebtext_dynamic_x_g1_headspecific_elementwise_warmup500_seed42
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,4.9272,4.9085,4.9365,4.9722,ok,out-openwebtext_dynamic_x_g1_headspecific_headwise_warmup500_seed42
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,4.8222,4.8102,4.832,4.8102,ok,out-openwebtext_dynamic_x_g1_headshared_elementwise_warmup500_seed42
+dynamic_xconditioned_g1,global_x,2000,42,4.5486,4.5339,4.5486,4.5339,ok,out-openwebtext_dynamic_xconditioned_g1_warmup2000_seed42
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,4.6015,4.6268,4.6119,4.6268,ok,out-openwebtext_dynamic_x_g1_headspecific_elementwise_warmup2000_seed42
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,4.5812,4.5605,4.5815,4.6138,ok,out-openwebtext_dynamic_x_g1_headspecific_headwise_warmup2000_seed42
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,4.5746,4.5698,4.5834,4.5698,ok,out-openwebtext_dynamic_x_g1_headshared_elementwise_warmup2000_seed42

results/csv/faithful_x_screen_trajectories_seed42_20260319_0733.csv

@@ -0,0 +1,329 @@
+variant,variant_short,warmup,seed,step,train_loss,val_loss
+dynamic_xconditioned_g1,global_x,500,42,0,10.9285,10.9307
+dynamic_xconditioned_g1,global_x,500,42,250,6.681,6.7057
+dynamic_xconditioned_g1,global_x,500,42,500,6.4529,6.4631
+dynamic_xconditioned_g1,global_x,500,42,750,6.2627,6.2601
+dynamic_xconditioned_g1,global_x,500,42,1000,6.1161,6.1267
+dynamic_xconditioned_g1,global_x,500,42,1250,6.0258,6.005
+dynamic_xconditioned_g1,global_x,500,42,1500,5.9264,5.9946
+dynamic_xconditioned_g1,global_x,500,42,1750,5.8838,5.9378
+dynamic_xconditioned_g1,global_x,500,42,2000,5.8895,5.8633
+dynamic_xconditioned_g1,global_x,500,42,2250,5.8071,5.8109
+dynamic_xconditioned_g1,global_x,500,42,2500,5.7782,5.7703
+dynamic_xconditioned_g1,global_x,500,42,2750,5.7698,5.7463
+dynamic_xconditioned_g1,global_x,500,42,3000,5.6971,5.6975
+dynamic_xconditioned_g1,global_x,500,42,3250,5.672,5.6764
+dynamic_xconditioned_g1,global_x,500,42,3500,5.6089,5.6063
+dynamic_xconditioned_g1,global_x,500,42,3750,5.5859,5.5788
+dynamic_xconditioned_g1,global_x,500,42,4000,5.5528,5.5668
+dynamic_xconditioned_g1,global_x,500,42,4250,5.4983,5.501
+dynamic_xconditioned_g1,global_x,500,42,4500,5.4733,5.4612
+dynamic_xconditioned_g1,global_x,500,42,4750,5.3997,5.4271
+dynamic_xconditioned_g1,global_x,500,42,5000,5.4084,5.4
+dynamic_xconditioned_g1,global_x,500,42,5250,5.3678,5.3535
+dynamic_xconditioned_g1,global_x,500,42,5500,5.3313,5.3238
+dynamic_xconditioned_g1,global_x,500,42,5750,5.2949,5.2749
+dynamic_xconditioned_g1,global_x,500,42,6000,5.2752,5.2354
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+dynamic_xconditioned_g1,global_x,500,42,7000,5.1525,5.1585
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+dynamic_xconditioned_g1,global_x,500,42,8000,5.0751,5.0459
+dynamic_xconditioned_g1,global_x,500,42,8250,5.0847,5.0323
+dynamic_xconditioned_g1,global_x,500,42,8500,5.0208,5.0198
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+dynamic_xconditioned_g1,global_x,500,42,9000,5.0234,5.0173
+dynamic_xconditioned_g1,global_x,500,42,9250,5.0079,4.9808
+dynamic_xconditioned_g1,global_x,500,42,9500,4.9935,4.9875
+dynamic_xconditioned_g1,global_x,500,42,9750,4.9936,4.9926
+dynamic_xconditioned_g1,global_x,500,42,10000,4.9955,4.9626
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+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,500,42,3250,5.6297,5.6021
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+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,500,42,10000,4.8908,4.8981
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,0,10.9127,10.9097
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,250,6.6983,6.6957
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,500,6.4544,6.4295
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,750,6.2549,6.273
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,1000,6.1686,6.131
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,1250,6.0884,6.0431
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,1500,5.9795,5.9387
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,1750,5.9041,5.8966
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,2000,5.8965,5.8677
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,2250,5.8029,5.7975
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,2500,5.7392,5.7883
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,2750,5.7187,5.7354
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,3000,5.6972,5.7018
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,3250,5.6664,5.6483
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,3500,5.6253,5.6175
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,3750,5.5886,5.6211
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,4000,5.5561,5.5274
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,4250,5.5013,5.5361
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,4500,5.4481,5.4586
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,4750,5.4349,5.442
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,5000,5.4036,5.4031
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,5250,5.3798,5.3329
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,5500,5.3013,5.2927
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,5750,5.267,5.242
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,6000,5.2117,5.2015
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,6250,5.2358,5.2368
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,6500,5.1487,5.1937
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,6750,5.1526,5.1331
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,7000,5.1137,5.1211
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,7250,5.0976,5.0746
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,7500,5.0794,5.0563
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,7750,5.0402,5.0355
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,8000,5.0414,4.9917
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,8250,5.0001,4.985
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,8500,5.0275,4.996
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,8750,4.9722,4.9661
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,9000,5.0004,4.9775
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,9250,4.9272,4.9693
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,9500,5.0059,4.988
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,9750,4.9563,4.9085
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,500,42,10000,4.9365,4.9722
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,0,10.9641,10.9611
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,250,6.6946,6.7145
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,500,6.4063,6.4462
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,750,6.2785,6.2869
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,1000,6.1378,6.1604
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,1250,6.0541,6.0947
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,1500,5.9642,6.0087
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,1750,5.9412,5.9494
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,2000,5.8454,5.8485
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,2250,5.7756,5.7915
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,2500,5.733,5.7478
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,2750,5.7128,5.7005
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,3000,5.6187,5.6704
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,3250,5.6366,5.6538
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,3500,5.5494,5.5446
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,3750,5.4983,5.528
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,4000,5.4412,5.4151
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,4250,5.3906,5.3826
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,4500,5.3254,5.3364
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,4750,5.2991,5.3062
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,5000,5.2959,5.2653
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,5250,5.2017,5.241
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,5500,5.1919,5.1748
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,5750,5.1508,5.1648
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,6000,5.1504,5.1432
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,6250,5.1222,5.1119
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,6500,5.0735,5.0881
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,6750,5.0261,5.0535
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,7000,5.0331,5.0451
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,7250,4.9561,5.0177
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,7500,4.9575,4.9418
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,7750,4.9341,4.9648
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,8000,4.9301,4.9259
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,8250,4.8973,4.9217
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,8500,4.9018,4.9151
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,8750,4.88,4.914
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,9000,4.8645,4.8715
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,9250,4.8416,4.8834
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,9500,4.8879,4.8471
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,9750,4.8222,4.8594
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,500,42,10000,4.832,4.8102
+dynamic_xconditioned_g1,global_x,2000,42,0,10.9285,10.9307
+dynamic_xconditioned_g1,global_x,2000,42,250,6.9854,7.0066
+dynamic_xconditioned_g1,global_x,2000,42,500,6.5715,6.5807
+dynamic_xconditioned_g1,global_x,2000,42,750,6.3602,6.3526
+dynamic_xconditioned_g1,global_x,2000,42,1000,6.2076,6.222
+dynamic_xconditioned_g1,global_x,2000,42,1250,6.0832,6.0665
+dynamic_xconditioned_g1,global_x,2000,42,1500,5.9804,6.0442
+dynamic_xconditioned_g1,global_x,2000,42,1750,5.9,5.9566
+dynamic_xconditioned_g1,global_x,2000,42,2000,5.8509,5.8208
+dynamic_xconditioned_g1,global_x,2000,42,2250,5.7053,5.7133
+dynamic_xconditioned_g1,global_x,2000,42,2500,5.6119,5.6063
+dynamic_xconditioned_g1,global_x,2000,42,2750,5.5443,5.5253
+dynamic_xconditioned_g1,global_x,2000,42,3000,5.4483,5.4465
+dynamic_xconditioned_g1,global_x,2000,42,3250,5.4092,5.4155
+dynamic_xconditioned_g1,global_x,2000,42,3500,5.3249,5.321
+dynamic_xconditioned_g1,global_x,2000,42,3750,5.2971,5.2945
+dynamic_xconditioned_g1,global_x,2000,42,4000,5.2519,5.2667
+dynamic_xconditioned_g1,global_x,2000,42,4250,5.2004,5.2006
+dynamic_xconditioned_g1,global_x,2000,42,4500,5.1653,5.1513
+dynamic_xconditioned_g1,global_x,2000,42,4750,5.0773,5.1141
+dynamic_xconditioned_g1,global_x,2000,42,5000,5.0762,5.0764
+dynamic_xconditioned_g1,global_x,2000,42,5250,5.0349,5.0262
+dynamic_xconditioned_g1,global_x,2000,42,5500,4.9893,4.99
+dynamic_xconditioned_g1,global_x,2000,42,5750,4.9523,4.9388
+dynamic_xconditioned_g1,global_x,2000,42,6000,4.9266,4.8984
+dynamic_xconditioned_g1,global_x,2000,42,6250,4.8741,4.8675
+dynamic_xconditioned_g1,global_x,2000,42,6500,4.8266,4.8669
+dynamic_xconditioned_g1,global_x,2000,42,6750,4.7998,4.8028
+dynamic_xconditioned_g1,global_x,2000,42,7000,4.7615,4.7785
+dynamic_xconditioned_g1,global_x,2000,42,7250,4.7445,4.7401
+dynamic_xconditioned_g1,global_x,2000,42,7500,4.7307,4.7219
+dynamic_xconditioned_g1,global_x,2000,42,7750,4.6776,4.7009
+dynamic_xconditioned_g1,global_x,2000,42,8000,4.6669,4.6356
+dynamic_xconditioned_g1,global_x,2000,42,8250,4.661,4.6222
+dynamic_xconditioned_g1,global_x,2000,42,8500,4.6093,4.6066
+dynamic_xconditioned_g1,global_x,2000,42,8750,4.6142,4.5991
+dynamic_xconditioned_g1,global_x,2000,42,9000,4.5913,4.5867
+dynamic_xconditioned_g1,global_x,2000,42,9250,4.5846,4.5579
+dynamic_xconditioned_g1,global_x,2000,42,9500,4.5591,4.5727
+dynamic_xconditioned_g1,global_x,2000,42,9750,4.5635,4.5715
+dynamic_xconditioned_g1,global_x,2000,42,10000,4.5486,4.5339
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,0,10.9565,10.9575
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,250,6.9816,6.9874
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,500,6.567,6.5727
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,750,6.339,6.3976
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,1000,6.2527,6.2724
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,1250,6.1274,6.1158
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,1500,6.0107,6.0441
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,1750,5.8995,5.9239
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,2000,5.8766,5.8786
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,2250,5.779,5.7616
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,2500,5.6469,5.6718
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,2750,5.6136,5.6036
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,3000,5.4992,5.5031
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,3250,5.4602,5.4335
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,3500,5.4257,5.3991
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,3750,5.3717,5.3444
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,4000,5.2787,5.3054
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,4250,5.2381,5.2438
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,4500,5.1564,5.1822
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,4750,5.1991,5.1632
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,5000,5.1017,5.1451
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,5250,5.092,5.0842
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,5500,5.0749,5.049
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,5750,5.0103,5.0291
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,6000,4.9769,4.9617
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,6250,4.9067,4.9273
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,6500,4.8786,4.9025
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,6750,4.8752,4.8605
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,7000,4.8269,4.8131
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,7250,4.8373,4.7423
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,7500,4.7856,4.7589
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,7750,4.7414,4.7772
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,8000,4.749,4.7025
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,8250,4.7067,4.7152
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,8500,4.6567,4.6792
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,8750,4.6532,4.6445
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,9000,4.6658,4.6499
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,9250,4.6286,4.6379
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,9500,4.6015,4.6553
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,9750,4.6376,4.6277
+dynamic_x_g1_headspecific_elementwise,x_headspec_elementwise,2000,42,10000,4.6119,4.6268
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,0,10.9127,10.9097
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,250,6.9873,6.9803
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,500,6.5718,6.5528
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,750,6.365,6.3872
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,1000,6.2593,6.2235
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,1250,6.1388,6.0973
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,1500,6.0082,5.9687
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,1750,5.9111,5.9075
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,2000,5.9014,5.8796
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,2250,5.7491,5.7435
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,2500,5.6446,5.696
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,2750,5.5724,5.5912
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,3000,5.5092,5.5137
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,3250,5.4552,5.4418
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,3500,5.3853,5.3771
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,3750,5.3334,5.3721
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,4000,5.3056,5.2778
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,4250,5.2317,5.2695
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,4500,5.1806,5.1952
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,4750,5.1592,5.1709
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,5000,5.1255,5.1269
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,5250,5.1116,5.0673
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,5500,5.0336,5.026
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,5750,4.9894,4.9661
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,6000,4.9273,4.9248
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,6250,4.9397,4.9513
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,6500,4.8519,4.8946
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,6750,4.8475,4.8334
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,7000,4.8032,4.813
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,7250,4.7836,4.7664
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,7500,4.7496,4.7445
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,7750,4.7069,4.7108
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,8000,4.6933,4.6771
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,8250,4.6735,4.6596
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,8500,4.6794,4.6504
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,8750,4.64,4.6217
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,9000,4.6491,4.6324
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,9250,4.5812,4.6298
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,9500,4.6427,4.6471
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,9750,4.6037,4.5605
+dynamic_x_g1_headspecific_headwise,x_headspec_headwise,2000,42,10000,4.5815,4.6138
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,0,10.9641,10.9611
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,250,6.9937,7.0107
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,500,6.5326,6.5801
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,750,6.3834,6.3953
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,1000,6.2323,6.2582
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,1250,6.0958,6.1303
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,1500,5.9894,6.0375
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,1750,5.969,5.9695
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,2000,5.8489,5.8564
+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,2250,5.7297,5.7429
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+dynamic_x_g1_headshared_elementwise,x_headshared_elementwise,2000,42,10000,4.5834,4.5698

results/csv/friday_night_runs_20260321_0104.csv

@@ -0,0 +1,6 @@
+variant,short_name,description,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_a_conditioned,a_only,learned: A-only Linear(64->64),2000,42,ok,3665.81,123.64,4.4178,10000,4.4178,True,out-openwebtext_dynamic_a_conditioned_warmup2000_seed42,
+dynamic_random_gate,random_uniform,"chaos: uniform random [0,1]",2000,42,ok,3576.11,123.59,4.5132,9750,4.5238,False,out-openwebtext_dynamic_random_gate_warmup2000_seed42,
+dynamic_ones_gate,ones_identity,sanity: always 1.0 (= baseline),2000,42,ok,3530.33,123.59,4.4702,9750,4.4869,False,out-openwebtext_dynamic_ones_gate_warmup2000_seed42,
+dynamic_random_normal,random_normal,"chaos: normal(0.5,0.2) clamped",2000,42,ok,3594.27,123.59,4.4822,9750,4.4982,False,out-openwebtext_dynamic_random_normal_warmup2000_seed42,
+dynamic_bernoulli_gate,bernoulli_drop,spicy: binary 50% dropout gate,2000,42,ok,3626.68,123.59,4.6572,9750,4.6653,False,out-openwebtext_dynamic_bernoulli_gate_warmup2000_seed42,

results/csv/fullq_followup_runs_20260318_0937.csv

@@ -0,0 +1,5 @@
+variant_long,variant_short,warmup,seed,best_val,final_val,status,out_dir
+dynamic_qconditioned_fullwidth,full_q,500,1337,4.8264,4.8264,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup500_seed1337
+dynamic_qconditioned_fullwidth,full_q,500,123,4.8511,4.8606,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup500_seed123
+dynamic_qconditioned_fullwidth,full_q,200,1337,4.9532,4.9532,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup200_seed1337
+dynamic_qconditioned_fullwidth,full_q,200,123,4.8501,4.8581,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup200_seed123

results/csv/fullq_followup_summary_20260318_0937.csv

@@ -0,0 +1,5 @@
+variant_short,warmup,seed,best_val,final_val,delta_vs_20pct_fullq,delta_vs_baseline,delta_vs_cheapq,delta_vs_midtierq,delta_vs_fullx,delta_vs_seed42
+full_q,500,1337,4.8264,4.8264,0.2850999999999999,-0.024200000000000443,-0.011100000000000776,0.015099999999999447,-0.13570000000000082,-0.005000000000000782
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results/csv/fullq_followup_trajectories_20260318_0937.csv

@@ -0,0 +1,165 @@
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results/csv/fullq_overnight_runs_20260317_2339.csv

@@ -0,0 +1,3 @@
+variant_long,variant_short,seed,warmup,best_val,final_val,status,out_dir
+dynamic_qconditioned_fullwidth,full_q,42,500,4.8314,4.8314,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup500_seed42
+dynamic_qconditioned_fullwidth,full_q,42,200,4.8411,4.8411,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup200_seed42

results/csv/fullq_overnight_summary_20260317_2339.csv

@@ -0,0 +1,3 @@
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results/csv/fullq_overnight_trajectories_20260317_2339.csv

@@ -0,0 +1,83 @@
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+dynamic_qconditioned_fullwidth,full_q,42,200,9000,4.8992
+dynamic_qconditioned_fullwidth,full_q,42,200,9250,4.8609
+dynamic_qconditioned_fullwidth,full_q,42,200,9500,4.8712
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+dynamic_qconditioned_fullwidth,full_q,42,200,10000,4.8411

results/csv/fullq_warmup3000_aggregate_summary_20260318_2145.csv

@@ -0,0 +1,2 @@
+variant_short,warmup,seeds,seed42,seed1337,seed123,mean_val,std_val,delta_vs_20pct_fullq,delta_vs_fullq_500,delta_vs_fullq_200,delta_vs_midtierq_3000,delta_vs_midtierq_2000,delta_vs_fullx_500,delta_vs_fullx_200
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results/csv/fullq_warmup3000_remaining_runs_20260318_2145.csv

@@ -0,0 +1,3 @@
+variant_long,variant_short,seed,warmup,best_val,final_val,status,out_dir
+dynamic_qconditioned_fullwidth,full_q,1337,3000,4.5052,4.5052,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup3000_seed1337
+dynamic_qconditioned_fullwidth,full_q,123,3000,4.5307,4.5307,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup3000_seed123

results/csv/fullq_warmup3000_remaining_trajectories_20260318_2145.csv

@@ -0,0 +1,83 @@
+variant_long,variant_short,seed,warmup,step,val_loss
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results/csv/fullq_warmup3000_seed42_runs_20260318_1839.csv

@@ -0,0 +1,2 @@
+variant_long,variant_short,seed,warmup,best_val,final_val,status,out_dir
+dynamic_qconditioned_fullwidth,full_q,42,3000,4.5162,4.5162,ok,out-openwebtext_dynamic_qconditioned_fullwidth_warmup3000_seed42

results/csv/fullq_warmup3000_seed42_summary_20260318_1839.csv

@@ -0,0 +1,2 @@
+variant_short,seed,warmup,best_val,final_val,delta_vs_20pct_fullq,delta_vs_fullq_500,delta_vs_fullq_200,delta_vs_midtierq_3000,delta_vs_midtierq_2000,delta_vs_fullx_500,delta_vs_fullx_200
+full_q,42,3000,4.5162,4.5162,-0.025099999999999234,-0.3232999999999997,-0.36789999999999967,-0.0042999999999997485,-0.0248999999999997,-0.44589999999999996,-0.6382999999999992

results/csv/fullq_warmup3000_seed42_trajectories_20260318_1839.csv

@@ -0,0 +1,42 @@
+variant_long,variant_short,seed,warmup,step,val_loss
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+dynamic_qconditioned_fullwidth,full_q,42,3000,10000,4.5162

results/csv/isolation_missing_trajectories_20260313_1428.csv

@@ -0,0 +1,7 @@
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+post_rmsnorm_y_seed1337,10.9758,7.2382,6.7570,6.5159,6.3350,6.2654,6.1275,6.0888,6.0487,6.0079,5.9470,5.9118,5.8794,5.8075,5.7932,5.7474,5.7292,5.7031,5.6322,5.5924,5.5571,5.5075,5.4662,5.4216,5.3784,5.3923,5.3542,5.3136,5.2664,5.2455,5.1924,5.1888,5.1820,5.1593,5.1295,5.0968,5.1069,5.1082,5.0944,5.0565,5.0984
+post_rmsnorm_y_seed42,10.9956,7.2506,6.7210,6.5283,6.3554,6.2420,6.1901,6.1218,6.0788,6.0025,5.9624,5.9135,5.8477,5.7949,5.8021,5.7340,5.6654,5.6051,5.5723,5.5300,5.4520,5.4300,5.4091,5.3524,5.3103,5.2883,5.2585,5.2002,5.2148,5.1539,5.1369,5.1198,5.1062,5.0692,5.1003,5.0454,5.0520,5.0098,4.9973,4.9974,5.0010
+post_rmsnorm_y_seed123,10.8973,7.1877,6.7667,6.4901,6.3809,6.2586,6.1667,6.1304,6.0800,5.9984,5.9596,5.9131,5.8651,5.7830,5.7807,5.6989,5.6690,5.6271,5.5444,5.5194,5.4470,5.4299,5.4012,5.3721,5.3204,5.3285,5.2505,5.2405,5.1975,5.1781,5.1632,5.1189,5.0946,5.0712,5.0798,5.0554,5.0385,5.0224,5.0018,5.0341,5.0145
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+static_gate_seed42,10.9677,7.0403,6.5675,6.3744,6.2316,6.0813,6.0089,5.9320,5.8813,5.7395,5.6568,5.5917,5.4968,5.4352,5.4312,5.3630,5.3010,5.2485,5.1957,5.1687,5.1039,5.0771,5.0564,5.0004,4.9615,4.9296,4.8995,4.8379,4.8402,4.7833,4.7667,4.7428,4.7223,4.6942,4.7173,4.6589,4.6718,4.6237,4.6168,4.6128,4.6215
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results/csv/midtier_q_recovery_20260325_0738.csv

@@ -0,0 +1,4 @@
+seed,status,best_val,best_step,final_val,stable,runtime_sec,error
+42,ok,4.5733,10000,4.5733,True,~3600,
+1337,ok,4.6151,10000,4.6151,True,3839.27,
+123,ok,4.6143,10000,4.6143,True,3821.04,

results/csv/midtierq_warmup3000_followup_runs_20260317_0943.csv

@@ -0,0 +1,3 @@
+variant_long,variant_short,seed,warmup,best_val,final_val,status,out_dir
+dynamic_qconditioned_mlp128,midtier_q,1337,3000,4.5276,4.5276,ok,out-openwebtext_dynamic_qconditioned_mlp128_warmup3000_seed1337
+dynamic_qconditioned_mlp128,midtier_q,123,3000,4.5131,4.5131,ok,out-openwebtext_dynamic_qconditioned_mlp128_warmup3000_seed123

results/csv/midtierq_warmup3000_followup_summary_20260317_0943.csv

@@ -0,0 +1,3 @@
+variant_short,seed,warmup,best_val,final_val,delta_vs_200_anchor,delta_vs_500_anchor,delta_vs_2000_anchor,delta_vs_3000_seed42
+midtier_q,1337,3000,4.5276,4.5276,-0.3540000000000001,-0.2837000000000005,-0.013500000000000512,0.006799999999999251
+midtier_q,123,3000,4.5131,4.5131,-0.36850000000000005,-0.29820000000000046,-0.02800000000000047,-0.007700000000000706

results/csv/midtierq_warmup3000_followup_trajectories_20260317_0943.csv

@@ -0,0 +1,83 @@
+variant_long,variant_short,seed,warmup,step,val_loss
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results/csv/midtierq_warmup_probe_summary_20260316_2327.csv

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+none_seed123,10.9279,6.6556,6.4982,6.3082,6.2501,6.1633,6.1079,6.1143,6.0894,6.0417,6.0226,5.9996,5.9727,5.9242,5.9342,5.8925,5.9007,5.885,5.8525,5.8453,5.8073
+qvnorm_seed1337,11.0147,6.7281,6.5016,6.3115,6.1836,6.1178,6.005,5.9823,5.906,5.8501,5.7639,5.7233,5.6702,5.592,5.5573,5.5184,5.4797,5.4679,5.4189,5.4031,5.3874
+qvnorm_seed42,10.9763,6.7513,6.4533,6.3268,6.2005,6.1087,6.0574,5.9927,5.9407,5.8459,5.7725,5.7041,5.6293,5.5775,5.5723,5.5107,5.4561,5.4125,5.3904,5.3848,5.3315
+qvnorm_seed123,10.8957,6.6741,6.5069,6.3107,6.2341,6.1215,6.0384,6.0155,5.9427,5.8586,5.8004,5.7285,5.6849,5.598,5.589,5.5121,5.5007,5.4703,5.4128,5.4085,5.3583

results/csv/p2_rerun_runs_20260323_1714.csv

@@ -0,0 +1,10 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+static_gate_prehead,static_prehead,2000,42,ok,3670.55,123.6,4.455,9750,4.4699,False,out-openwebtext_rerun_shared,
+static_gate_prehead,static_prehead,2000,1337,ok,3687.97,123.6,4.434,9750,4.4742,False,out-openwebtext_rerun_shared,
+static_gate_prehead,static_prehead,2000,123,ok,3687.0,123.6,4.4559,9500,4.4777,False,out-openwebtext_rerun_shared,
+dynamic_xconditioned_g1,full_x,2000,42,ok,3860.25,130.67,4.3897,10000,4.3897,True,out-openwebtext_rerun_shared,
+dynamic_xconditioned_g1,full_x,2000,1337,ok,3873.53,130.67,4.3842,10000,4.3842,True,out-openwebtext_rerun_shared,
+dynamic_xconditioned_g1,full_x,2000,123,failed,15.82,130.67,,,,False,out-openwebtext_rerun_shared,exit code 3221226505
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,42,ok,3733.58,123.64,4.4204,10000,4.4204,True,out-openwebtext_rerun_shared,
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,1337,ok,3728.6,123.64,4.4468,10000,4.4468,True,out-openwebtext_rerun_shared,
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,123,ok,3738.98,123.64,4.4367,10000,4.4367,True,out-openwebtext_rerun_shared,

results/csv/phase2_coded_completeness_runs_20260325_1113.csv

@@ -0,0 +1,7 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qconditioned_fullwidth,full_q,2000,42,ok,3871.13,130.67,4.4027,10000,4.4027,True,out-openwebtext_phase2_full_q,
+dynamic_qconditioned_fullwidth,full_q,2000,1337,ok,3791.18,130.67,4.4099,10000,4.4099,True,out-openwebtext_phase2_full_q,
+dynamic_qconditioned_fullwidth,full_q,2000,123,ok,3786.03,130.67,4.4202,9500,4.4233,False,out-openwebtext_phase2_full_q,
+dynamic_x_g1_headspecific_elementwise,x_headspec_elem,2000,42,ok,3724.01,124.18,4.4638,10000,4.4638,True,out-openwebtext_phase2_x_headspec_elem,
+dynamic_x_g1_headspecific_elementwise,x_headspec_elem,2000,1337,ok,3718.84,124.18,4.4466,9750,4.4627,False,out-openwebtext_phase2_x_headspec_elem,
+dynamic_x_g1_headspecific_elementwise,x_headspec_elem,2000,123,ok,3736.05,124.18,4.4247,9750,4.4393,False,out-openwebtext_phase2_x_headspec_elem,

results/csv/phase3_bilinear_diag_runs_20260325_2226.csv

@@ -0,0 +1,4 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qa_bilinear_diag,bilinear_diag,2000,42,ok,3883.85,123.59,4.4624,9750,4.4745,False,out-openwebtext_phase3_bilinear_diag,
+dynamic_qa_bilinear_diag,bilinear_diag,2000,1337,ok,3837.97,123.59,4.4329,9750,4.4729,False,out-openwebtext_phase3_bilinear_diag,
+dynamic_qa_bilinear_diag,bilinear_diag,2000,123,ok,3831.0,123.59,4.4596,9500,4.4824,False,out-openwebtext_phase3_bilinear_diag,

results/csv/phase4_chartfill_runs_20260326_0730.csv

@@ -0,0 +1,10 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,2000,42,ok,3811.02,130.67,4.4151,10000,4.4151,True,out-openwebtext_phase4_q_full_headspec,
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,2000,1337,ok,3797.53,130.67,4.4058,9750,4.4101,True,out-openwebtext_phase4_q_full_headspec,
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,2000,123,ok,3798.11,130.67,4.3964,9750,4.4366,True,out-openwebtext_phase4_q_full_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,2000,42,ok,3798.84,130.67,4.4013,10000,4.4013,True,out-openwebtext_phase4_x_full_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,2000,1337,ok,3801.74,130.67,4.4011,9750,4.4048,True,out-openwebtext_phase4_x_full_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,2000,123,ok,3796.39,130.67,4.3867,9750,4.4239,True,out-openwebtext_phase4_x_full_headspec,
+dynamic_qa_conditioned_headspecific,qa_headspec,2000,42,ok,3757.74,124.77,4.4004,9750,4.4005,True,out-openwebtext_phase4_qa_headspec,
+dynamic_qa_conditioned_headspecific,qa_headspec,2000,1337,ok,3767.28,124.77,4.3945,9750,4.4295,True,out-openwebtext_phase4_qa_headspec,
+dynamic_qa_conditioned_headspecific,qa_headspec,2000,123,ok,3771.44,124.77,4.3904,10000,4.3904,True,out-openwebtext_phase4_qa_headspec,

results/csv/phase5_warmup500_toptiers_runs_20260326_1722.csv

@@ -0,0 +1,16 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qa_conditioned_headspecific,qa_headspec,500,42,ok,3802.76,124.77,4.7306,10000,4.7306,False,out-openwebtext_phase5_w500_qa_headspec,
+dynamic_qa_conditioned_headspecific,qa_headspec,500,1337,ok,3828.41,124.77,4.7612,9750,4.7981,False,out-openwebtext_phase5_w500_qa_headspec,
+dynamic_qa_conditioned_headspecific,qa_headspec,500,123,ok,3830.43,124.77,4.6931,10000,4.6931,False,out-openwebtext_phase5_w500_qa_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,500,42,ok,3899.73,130.67,4.8063,10000,4.8063,False,out-openwebtext_phase5_w500_x_full_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,500,1337,ok,3871.37,130.67,4.8814,9750,4.9124,False,out-openwebtext_phase5_w500_x_full_headspec,
+dynamic_xconditioned_fullwidth_headspecific,x_full_headspec,500,123,ok,3860.64,130.67,4.8183,9750,4.8416,False,out-openwebtext_phase5_w500_x_full_headspec,
+dynamic_qa_conditioned_mlp128,mlp128_qa,500,42,ok,3902.14,123.88,4.6928,10000,4.6928,False,out-openwebtext_phase5_w500_mlp128_qa,
+dynamic_qa_conditioned_mlp128,mlp128_qa,500,1337,ok,3905.2,123.88,4.6088,9750,4.6308,False,out-openwebtext_phase5_w500_mlp128_qa,
+dynamic_qa_conditioned_mlp128,mlp128_qa,500,123,ok,3904.53,123.88,4.598,9750,4.6129,False,out-openwebtext_phase5_w500_mlp128_qa,
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,500,42,ok,3834.99,130.67,4.7184,10000,4.7184,False,out-openwebtext_phase5_w500_q_full_headspec,
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,500,1337,ok,3840.03,130.67,4.7927,9750,4.8213,False,out-openwebtext_phase5_w500_q_full_headspec,
+dynamic_qconditioned_fullwidth_headspecific,q_full_headspec,500,123,ok,3839.74,130.67,4.6379,9750,4.6678,False,out-openwebtext_phase5_w500_q_full_headspec,
+dynamic_qconditioned_fullwidth,full_q,500,42,ok,3853.37,130.67,4.725,10000,4.725,False,out-openwebtext_phase5_w500_full_q,
+dynamic_qconditioned_fullwidth,full_q,500,1337,ok,3826.56,130.67,4.7695,10000,4.7695,False,out-openwebtext_phase5_w500_full_q,
+dynamic_qconditioned_fullwidth,full_q,500,123,ok,3789.39,130.67,4.7423,9500,4.7474,False,out-openwebtext_phase5_w500_full_q,

results/csv/phase6a_grok_qafollowups_w2000_runs_20260327_1722.csv

@@ -0,0 +1,7 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qa_conditioned_normed,qa_normed,2000,42,ok,4614.38,123.69,4.3882,10000,4.3882,False,out-openwebtext_phase6_w2000_qa_normed,
+dynamic_qa_conditioned_normed,qa_normed,2000,1337,ok,4624.65,123.69,4.3881,9750,4.4334,False,out-openwebtext_phase6_w2000_qa_normed,
+dynamic_qa_conditioned_normed,qa_normed,2000,123,ok,4569.71,123.69,4.4016,9750,4.4111,False,out-openwebtext_phase6_w2000_qa_normed,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,2000,42,ok,3849.29,123.62,4.411,9750,4.4223,False,out-openwebtext_phase6_w2000_qa_lowrank16,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,2000,1337,ok,3855.14,123.62,4.4024,9750,4.4145,False,out-openwebtext_phase6_w2000_qa_lowrank16,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,2000,123,ok,3832.51,123.62,4.4069,10000,4.4069,False,out-openwebtext_phase6_w2000_qa_lowrank16,

results/csv/phase6b_grok_qafollowups_w500_runs_20260328_0028.csv

@@ -0,0 +1,7 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+dynamic_qa_conditioned_normed,qa_normed,500,42,ok,4476.69,123.69,4.588,10000,4.588,False,out-openwebtext_phase6_w500_qa_normed,
+dynamic_qa_conditioned_normed,qa_normed,500,1337,ok,4456.23,123.69,4.6118,9750,4.6508,False,out-openwebtext_phase6_w500_qa_normed,
+dynamic_qa_conditioned_normed,qa_normed,500,123,ok,4460.28,123.69,4.5709,9750,4.5731,False,out-openwebtext_phase6_w500_qa_normed,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,500,42,ok,3813.82,123.62,4.6426,10000,4.6426,False,out-openwebtext_phase6_w500_qa_lowrank16,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,500,1337,ok,3837.27,123.62,4.6158,9750,4.6289,False,out-openwebtext_phase6_w500_qa_lowrank16,
+dynamic_qa_conditioned_lowrank16,qa_lowrank,500,123,ok,3823.12,123.62,4.6282,10000,4.6282,False,out-openwebtext_phase6_w500_qa_lowrank16,

results/csv/priority1_runs_20260322_1355.csv

@@ -0,0 +1,13 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+none,baseline,2000,42,ok,3635.68,123.59,4.4728,9750,4.4861,False,out-openwebtext_none_warmup2000_seed42_p1,
+none,baseline,2000,1337,ok,3590.16,123.59,4.4609,9750,4.5048,False,out-openwebtext_none_warmup2000_seed1337_p1,
+none,baseline,2000,123,ok,3590.42,123.59,4.4786,9500,4.501,False,out-openwebtext_none_warmup2000_seed123_p1,
+dynamic_qconditioned_mlp128,midtier_q,2000,42,ok,3896.93,123.78,4.4085,10000,4.4085,True,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed42_p1,
+dynamic_qconditioned_mlp128,midtier_q,2000,1337,ok,3887.93,123.78,4.4256,10000,4.4256,True,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed1337_p1,
+dynamic_qconditioned_mlp128,midtier_q,2000,123,ok,3872.02,123.78,4.4065,10000,4.4065,True,out-openwebtext_dynamic_qconditioned_mlp128_warmup2000_seed123_p1,
+dynamic_qa_conditioned,cheap_qa,2000,42,ok,3833.38,123.69,4.383,10000,4.383,True,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed42_p1,
+dynamic_qa_conditioned,cheap_qa,2000,1337,ok,3813.97,123.69,4.3907,9750,4.4321,False,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed1337_p1,
+dynamic_qa_conditioned,cheap_qa,2000,123,ok,3790.71,123.69,4.3953,9750,4.4047,False,out-openwebtext_dynamic_qa_conditioned_warmup2000_seed123_p1,
+dynamic,cheap_q,2000,42,ok,3730.92,123.64,4.4069,10000,4.4069,True,out-openwebtext_dynamic_warmup2000_seed42_p1,
+dynamic,cheap_q,2000,1337,ok,3720.43,123.64,4.4459,9250,4.4464,False,out-openwebtext_dynamic_warmup2000_seed1337_p1,
+dynamic,cheap_q,2000,123,ok,3725.86,123.64,4.4066,10000,4.4066,True,out-openwebtext_dynamic_warmup2000_seed123_p1,

results/csv/priority2_runs_20260323_0623.csv

@@ -0,0 +1,16 @@
+variant,short_name,warmup,seed,status,runtime_sec,params_m,best_val,best_step,final_val,stable,out_dir,error
+none,baseline_p2,2000,42,ok,3671.63,123.59,4.4705,9750,4.4839,False,out-openwebtext_none_warmup2000_seed42_p2,
+none,baseline_p2,2000,1337,ok,3640.72,123.59,4.4591,9750,4.5028,False,out-openwebtext_none_warmup2000_seed1337_p2,
+none,baseline_p2,2000,123,ok,3615.74,123.59,4.4768,9500,4.4972,False,out-openwebtext_none_warmup2000_seed123_p2,
+dynamic_qa_conditioned_mlp128,mlp128_qa,2000,42,ok,3913.3,123.88,4.424,10000,4.424,True,out-openwebtext_dynamic_qa_conditioned_mlp128_warmup2000_seed42_p2,
+dynamic_qa_conditioned_mlp128,mlp128_qa,2000,1337,ok,3928.35,123.88,4.3976,9750,4.4163,False,out-openwebtext_dynamic_qa_conditioned_mlp128_warmup2000_seed1337_p2,
+dynamic_qa_conditioned_mlp128,mlp128_qa,2000,123,ok,3909.65,123.88,4.3879,9750,4.4036,False,out-openwebtext_dynamic_qa_conditioned_mlp128_warmup2000_seed123_p2,
+static_gate_prehead,static_prehead,2000,42,ok,3750.43,123.6,4.4568,9750,4.471,False,out-openwebtext_static_gate_prehead_warmup2000_seed42_p2,
+static_gate_prehead,static_prehead,2000,1337,failed,586.87,123.6,5.9137,1500,5.9137,False,out-openwebtext_static_gate_prehead_warmup2000_seed1337_p2,exit code 1
+static_gate_prehead,static_prehead,2000,123,failed,114.3,123.6,6.9069,250,6.9069,False,out-openwebtext_static_gate_prehead_warmup2000_seed123_p2,exit code 1
+dynamic_xconditioned_g1,full_x,2000,42,failed,119.3,130.67,6.9348,250,6.9348,False,out-openwebtext_dynamic_xconditioned_g1_warmup2000_seed42_p2,exit code 1
+dynamic_xconditioned_g1,full_x,2000,1337,failed,119.55,130.67,6.937,250,6.937,False,out-openwebtext_dynamic_xconditioned_g1_warmup2000_seed1337_p2,exit code 1
+dynamic_xconditioned_g1,full_x,2000,123,failed,119.47,130.67,6.9534,250,6.9534,False,out-openwebtext_dynamic_xconditioned_g1_warmup2000_seed123_p2,exit code 1
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,42,failed,115.91,123.64,6.9409,250,6.9409,False,out-openwebtext_dynamic_x_g1_headshared_elementwise_warmup2000_seed42_p2,exit code 1
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,1337,failed,116.86,123.64,6.9312,250,6.9312,False,out-openwebtext_dynamic_x_g1_headshared_elementwise_warmup2000_seed1337_p2,exit code 1
+dynamic_x_g1_headshared_elementwise,x_headshared,2000,123,failed,116.7,123.64,6.9769,250,6.9769,False,out-openwebtext_dynamic_x_g1_headshared_elementwise_warmup2000_seed123_p2,exit code 1

results/csv/qa_screen_results.csv

@@ -0,0 +1,11 @@
+variant,warmup,seed,status,runtime_sec,params_m,tokens_per_iter,best_val,best_step,final_val,final_step,out_dir,checkpoint_dir,log_path,error
+dynamic_qa_conditioned,2000,42,ok,3871.08,123.69,"4,096",4.3807,10000,4.3807,10000,out-openwebtext_dynamic_qa_conditioned_wu2000_seed42,out-openwebtext_dynamic_qa_conditioned_wu2000_seed42,out-openwebtext_dynamic_qa_conditioned_wu2000_seed42\train.log,
+dynamic_qa_conditioned_mlp128,2000,42,ok,3893.58,123.88,"4,096",4.4282,10000,4.4282,10000,out-openwebtext_dynamic_qa_conditioned_mlp128_wu2000_seed42,out-openwebtext_dynamic_qa_conditioned_mlp128_wu2000_seed42,out-openwebtext_dynamic_qa_conditioned_mlp128_wu2000_seed42\train.log,
+dynamic_qconditioned_mlp192,2000,42,ok,3967.29,123.88,"4,096",4.4337,10000,4.4337,10000,out-openwebtext_dynamic_qconditioned_mlp192_wu2000_seed42,out-openwebtext_dynamic_qconditioned_mlp192_wu2000_seed42,out-openwebtext_dynamic_qconditioned_mlp192_wu2000_seed42\train.log,
+dynamic_q_headshared_elementwise,2000,42,ok,3767.82,123.64,"4,096",4.4073,10000,4.4073,10000,out-openwebtext_dynamic_q_headshared_elementwise_wu2000_seed42,out-openwebtext_dynamic_q_headshared_elementwise_wu2000_seed42,out-openwebtext_dynamic_q_headshared_elementwise_wu2000_seed42\train.log,
+dynamic_qa_headshared_elementwise,2000,42,ok,3782.7,123.69,"4,096",4.3844,10000,4.3844,10000,out-openwebtext_dynamic_qa_headshared_elementwise_wu2000_seed42,out-openwebtext_dynamic_qa_headshared_elementwise_wu2000_seed42,out-openwebtext_dynamic_qa_headshared_elementwise_wu2000_seed42\train.log,
+dynamic_qa_conditioned,500,42,ok,3787.43,123.69,"4,096",4.6003,10000,4.6003,10000,out-openwebtext_dynamic_qa_conditioned_wu500_seed42,out-openwebtext_dynamic_qa_conditioned_wu500_seed42,out-openwebtext_dynamic_qa_conditioned_wu500_seed42\train.log,
+dynamic_qa_conditioned_mlp128,500,42,ok,3919.42,123.88,"4,096",4.6761,10000,4.6761,10000,out-openwebtext_dynamic_qa_conditioned_mlp128_wu500_seed42,out-openwebtext_dynamic_qa_conditioned_mlp128_wu500_seed42,out-openwebtext_dynamic_qa_conditioned_mlp128_wu500_seed42\train.log,
+dynamic_qconditioned_mlp192,500,42,ok,3922.5,123.88,"4,096",4.6548,9750,4.6548,10000,out-openwebtext_dynamic_qconditioned_mlp192_wu500_seed42,out-openwebtext_dynamic_qconditioned_mlp192_wu500_seed42,out-openwebtext_dynamic_qconditioned_mlp192_wu500_seed42\train.log,
+dynamic_q_headshared_elementwise,500,42,ok,3768.24,123.64,"4,096",4.6539,10000,4.6539,10000,out-openwebtext_dynamic_q_headshared_elementwise_wu500_seed42,out-openwebtext_dynamic_q_headshared_elementwise_wu500_seed42,out-openwebtext_dynamic_q_headshared_elementwise_wu500_seed42\train.log,
+dynamic_qa_headshared_elementwise,500,42,ok,3865.7,123.69,"4,096",4.617,10000,4.617,10000,out-openwebtext_dynamic_qa_headshared_elementwise_wu500_seed42,out-openwebtext_dynamic_qa_headshared_elementwise_wu500_seed42,out-openwebtext_dynamic_qa_headshared_elementwise_wu500_seed42\train.log,

results/csv/qv_124m_3seed_results_20260310_0041.csv

@@ -0,0 +1 @@
+Variant,Seed,Final_Val_Loss

results/csv/qv_124m_5000_results_20260310_0900.csv

@@ -0,0 +1,3 @@
+Variant,Final_Val_Loss,vs_Baseline
+none,1.4982,+0.0000
+dynamic,1.4879,-0.0103

results/csv/qv_3seed_results_20260310_0036.csv

@@ -0,0 +1,7 @@
+Variant,Seed,Final_Val_Loss
+none,1337,1.6881
+none,42,1.7212
+none,123,1.6995
+dynamic,1337,1.5365
+dynamic,42,1.5008
+dynamic,123,1.5318

results/csv/qv_long_results_20260309_2224.csv

@@ -0,0 +1,3 @@
+Variant,Final_Val_Loss,vs_Baseline
+none,1.6785,+0.0000
+dynamic,1.5407,-0.1378

results/csv/qv_openwebtext_results_20260311_0830.csv

@@ -0,0 +1,3 @@
+Variant,Final_Val_Loss,vs_Baseline
+none,6.0341,+0.0000
+qvnorm,5.8979,-0.1362

results/csv/qv_results_20260309_2137.csv

@@ -0,0 +1,5 @@
+Variant,Final_Val_Loss,vs_Baseline
+none,1.5276,+0.0000
+vnorm,1.5264,-0.0012
+qvnorm,1.5347,+0.0071
+dynamic,1.5118,-0.0158