checkpoint_prefix stringlengths 80 108 | timestamp stringdate 2026-02-19 22:49:39 2026-03-05 13:23:13 | status stringclasses 1
value | model_size int64 4.99M 70.4M | d_model int64 24 256 | n_layers int64 1 24 | n_heads int64 1 32 | d_ff int64 96 1.02k | vocab_size int64 100k 100k | max_seq_len int64 256 256 | learning_rate float64 0 0 | epochs int64 1 3 | batch_size int64 96 96 | weight_decay float64 0.1 0.1 | seed int64 42 42 | deterministic bool 1
class | cudnn_deterministic bool 1
class | cudnn_benchmark bool 1
class | total_tokens int64 15M 1.41B ⌀ | total_steps int64 183 17k ⌀ | cumulative_time_seconds float64 26.1 5.5k ⌀ | val_epochs_count int64 0 0 ⌀ | mean_val_loss float64 | best_val_loss float64 | final_train_loss float64 3.08 10.5 ⌀ | std_train_loss float64 0 1.19 ⌀ | mean_train_loss float64 3.08 10.8 ⌀ | global_batch_tokens int64 81.9k 82.8k ⌀ | final_val_loss float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FP16WIKI_COLINEAR_HOLDOUT_N10.00M_TPP6_D60M_wikipedia_m9978240_token60000000_lr0-0003_distributed | 2026-03-05T01:33:20.358494 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 180,009,356 | 2,181 | 220.320675 | 0 | null | null | 7.133663 | 0.521773 | 7.514386 | 82,535 | null |
FP16WIKI_COLINEAR_HOLDOUT_N10.00M_TPP6_D60M_wikipedia_m9978240_token60000000_lr0-0003_distributed | 2026-03-05T01:29:38.866345 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP1.5_D15M_wikipedia_m9978240_token15000000_lr0-0003_distributed | 2026-03-04T22:42:32.816046 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 45,000,088 | 546 | 54.055304 | 0 | null | null | 8.297539 | 0.765751 | 8.907885 | 82,417 | null |
FP16WIKI_COLINEAR_N10.00M_TPP1.5_D15M_wikipedia_m9978240_token15000000_lr0-0003_distributed | 2026-03-04T22:41:37.965095 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP1.9_D19M_wikipedia_m9978240_token19000000_lr0-0003_distributed | 2026-03-04T22:37:52.306335 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 56,983,728 | 690 | 68.570884 | 0 | null | null | 7.987817 | 0.776534 | 8.576156 | 82,585 | null |
FP16WIKI_COLINEAR_N10.00M_TPP1.9_D19M_wikipedia_m9978240_token19000000_lr0-0003_distributed | 2026-03-04T22:36:42.934962 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP1_D10M_wikipedia_m9978240_token10000000_lr0-0003_distributed | 2026-03-04T22:16:51.095337 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 30,016,568 | 363 | 35.536415 | 0 | null | null | 8.731056 | 0.733027 | 9.376759 | 82,690 | null |
FP16WIKI_COLINEAR_N10.00M_TPP1_D10M_wikipedia_m9978240_token10000000_lr0-0003_distributed | 2026-03-04T22:16:14.231916 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP2.5_D25M_wikipedia_m9978240_token25000000_lr0-0003_distributed | 2026-03-04T23:33:12.579133 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 75,062,008 | 909 | 91.592994 | 0 | null | null | 7.700716 | 0.748128 | 8.249 | 82,576 | null |
FP16WIKI_COLINEAR_N10.00M_TPP2.5_D25M_wikipedia_m9978240_token25000000_lr0-0003_distributed | 2026-03-04T23:31:39.918469 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP2.7_D27M_wikipedia_m9978240_token27000000_lr0-0003_distributed | 2026-03-04T23:35:16.143475 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 81,105,632 | 981 | 98.184638 | 0 | null | null | 7.649524 | 0.715488 | 8.168976 | 82,676 | null |
FP16WIKI_COLINEAR_N10.00M_TPP2.7_D27M_wikipedia_m9978240_token27000000_lr0-0003_distributed | 2026-03-04T23:33:37.107702 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP2_D20M_wikipedia_m9978240_token20000000_lr0-0003_distributed | 2026-03-04T23:05:43.767986 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 59,890,232 | 726 | 73.288753 | 0 | null | null | 7.941038 | 0.769443 | 8.517642 | 82,493 | null |
FP16WIKI_COLINEAR_N10.00M_TPP2_D20M_wikipedia_m9978240_token20000000_lr0-0003_distributed | 2026-03-04T23:04:29.631140 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.0_D30M_wikipedia_m9978240_token30000000_lr0-0003_distributed | 2026-03-05T00:07:37.543877 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 90,050,428 | 1,092 | 107.978123 | 0 | null | null | 7.530203 | 0.697954 | 8.040679 | 82,463 | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.0_D30M_wikipedia_m9978240_token30000000_lr0-0003_distributed | 2026-03-05T00:05:48.707971 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.3_D33M_wikipedia_m9978240_token33000000_lr0-0003_distributed | 2026-03-04T23:46:46.926094 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 98,953,844 | 1,200 | 117.642625 | 0 | null | null | 7.500231 | 0.65711 | 7.979825 | 82,461 | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.3_D33M_wikipedia_m9978240_token33000000_lr0-0003_distributed | 2026-03-04T23:44:47.802960 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.5_D35M_wikipedia_m9978240_token35000000_lr0-0003_distributed | 2026-03-05T00:26:11.229812 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 104,986,592 | 1,272 | 126.991107 | 0 | null | null | 7.43086 | 0.650322 | 7.907581 | 82,536 | null |
FP16WIKI_COLINEAR_N10.00M_TPP3.5_D35M_wikipedia_m9978240_token35000000_lr0-0003_distributed | 2026-03-05T00:24:03.402371 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP4.5_D45M_wikipedia_m9978240_token45000000_lr0-0003_distributed | 2026-03-05T00:50:06.740032 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 134,977,392 | 1,635 | 161.680391 | 0 | null | null | 7.303071 | 0.573122 | 7.725217 | 82,554 | null |
FP16WIKI_COLINEAR_N10.00M_TPP4.5_D45M_wikipedia_m9978240_token45000000_lr0-0003_distributed | 2026-03-05T00:47:24.163026 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP4_D40M_wikipedia_m9978240_token40000000_lr0-0003_distributed | 2026-03-05T00:17:35.852767 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 120,047,992 | 1,452 | 146.043032 | 0 | null | null | 7.356597 | 0.607888 | 7.804301 | 82,677 | null |
FP16WIKI_COLINEAR_N10.00M_TPP4_D40M_wikipedia_m9978240_token40000000_lr0-0003_distributed | 2026-03-05T00:15:08.499782 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N10.00M_TPP5_D50M_wikipedia_m9978240_token50000000_lr0-0003_distributed | 2026-03-05T01:24:22.337243 | null | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 150,032,732 | 1,815 | 176.557404 | 0 | null | null | 7.243994 | 0.552765 | 7.649907 | 82,662 | null |
FP16WIKI_COLINEAR_N10.00M_TPP5_D50M_wikipedia_m9978240_token50000000_lr0-0003_distributed | 2026-03-05T01:21:24.985436 | started | 9,978,240 | 48 | 12 | 1 | 192 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_HOLDOUT_N14.00M_TPP6_D84M_wikipedia_m14051584_token84000000_lr0-0003_distributed | 2026-03-05T01:46:17.188588 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 252,073,692 | 3,054 | 749.034086 | 0 | null | null | 6.050296 | 0.545074 | 6.44921 | 82,538 | null |
FP16WIKI_COLINEAR_HOLDOUT_N14.00M_TPP6_D84M_wikipedia_m14051584_token84000000_lr0-0003_distributed | 2026-03-05T01:33:46.203326 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP1.5_D21M_wikipedia_m14051584_token21000000_lr0-0003_distributed | 2026-03-04T22:46:08.386382 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 63,057,888 | 765 | 187.181112 | 0 | null | null | 7.163209 | 0.859398 | 7.815116 | 82,428 | null |
FP16WIKI_COLINEAR_N14.00M_TPP1.5_D21M_wikipedia_m14051584_token21000000_lr0-0003_distributed | 2026-03-04T22:42:59.585007 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP1.9_D26.6M_wikipedia_m14051584_token26600000_lr0-0003_distributed | 2026-03-04T22:42:08.165679 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 79,929,056 | 966 | 228.113229 | 0 | null | null | 6.86872 | 0.828002 | 7.499246 | 82,742 | null |
FP16WIKI_COLINEAR_N14.00M_TPP1.9_D26.6M_wikipedia_m14051584_token26600000_lr0-0003_distributed | 2026-03-04T22:38:17.933480 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP1_D14M_wikipedia_m14051584_token14000000_lr0-0003_distributed | 2026-03-04T22:19:31.306019 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 42,016,672 | 510 | 124.376615 | 0 | null | null | 7.796466 | 0.833846 | 8.450313 | 82,385 | null |
FP16WIKI_COLINEAR_N14.00M_TPP1_D14M_wikipedia_m14051584_token14000000_lr0-0003_distributed | 2026-03-04T22:17:25.573300 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP2.5_D35M_wikipedia_m14051584_token35000000_lr0-0003_distributed | 2026-03-04T23:09:10.389107 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 104,986,592 | 1,272 | 305.300205 | 0 | null | null | 6.590046 | 0.776268 | 7.174695 | 82,536 | null |
FP16WIKI_COLINEAR_N14.00M_TPP2.5_D35M_wikipedia_m14051584_token35000000_lr0-0003_distributed | 2026-03-04T23:04:03.736505 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP2.7_D37.8M_wikipedia_m14051584_token37800000_lr0-0003_distributed | 2026-03-04T23:41:22.505473 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 113,480,452 | 1,374 | 336.893419 | 0 | null | null | 6.518522 | 0.760215 | 7.087105 | 82,591 | null |
FP16WIKI_COLINEAR_N14.00M_TPP2.7_D37.8M_wikipedia_m14051584_token37800000_lr0-0003_distributed | 2026-03-04T23:35:42.584618 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP2_D28M_wikipedia_m14051584_token28000000_lr0-0003_distributed | 2026-03-04T23:10:20.468666 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 83,975,516 | 1,017 | 248.124606 | 0 | null | null | 6.779172 | 0.830431 | 7.412017 | 82,571 | null |
FP16WIKI_COLINEAR_N14.00M_TPP2_D28M_wikipedia_m14051584_token28000000_lr0-0003_distributed | 2026-03-04T23:06:10.475007 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.0_D42M_wikipedia_m14051584_token42000000_lr0-0003_distributed | 2026-03-05T00:14:13.267350 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 125,941,012 | 1,524 | 368.824915 | 0 | null | null | 6.460238 | 0.727989 | 7.000557 | 82,638 | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.0_D42M_wikipedia_m14051584_token42000000_lr0-0003_distributed | 2026-03-05T00:08:03.153568 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.3_D46.2M_wikipedia_m14051584_token46200000_lr0-0003_distributed | 2026-03-04T23:54:18.670211 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 138,657,260 | 1,677 | 412.764766 | 0 | null | null | 6.392913 | 0.704864 | 6.91292 | 82,681 | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.3_D46.2M_wikipedia_m14051584_token46200000_lr0-0003_distributed | 2026-03-04T23:47:23.888123 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.5_D49M_wikipedia_m14051584_token49000000_lr0-0003_distributed | 2026-03-05T00:33:49.130976 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 147,049,276 | 1,779 | 429.907339 | 0 | null | null | 6.354294 | 0.685312 | 6.860289 | 82,658 | null |
FP16WIKI_COLINEAR_N14.00M_TPP3.5_D49M_wikipedia_m14051584_token49000000_lr0-0003_distributed | 2026-03-05T00:26:36.815215 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP4.5_D63M_wikipedia_m14051584_token63000000_lr0-0003_distributed | 2026-03-05T00:59:52.305059 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 189,268,324 | 2,289 | 556.238585 | 0 | null | null | 6.21794 | 0.61694 | 6.670071 | 82,686 | null |
FP16WIKI_COLINEAR_N14.00M_TPP4.5_D63M_wikipedia_m14051584_token63000000_lr0-0003_distributed | 2026-03-05T00:50:32.828059 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP4_D56M_wikipedia_m14051584_token56000000_lr0-0003_distributed | 2026-03-05T00:26:22.435654 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 168,236,520 | 2,034 | 497.355453 | 0 | null | null | 6.30436 | 0.641695 | 6.775921 | 82,712 | null |
FP16WIKI_COLINEAR_N14.00M_TPP4_D56M_wikipedia_m14051584_token56000000_lr0-0003_distributed | 2026-03-05T00:18:03.302107 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N14.00M_TPP5_D70M_wikipedia_m14051584_token70000000_lr0-0003_distributed | 2026-03-05T00:48:40.969491 | null | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 210,174,548 | 2,544 | 619.040237 | 0 | null | null | 6.177446 | 0.58283 | 6.603666 | 82,615 | null |
FP16WIKI_COLINEAR_N14.00M_TPP5_D70M_wikipedia_m14051584_token70000000_lr0-0003_distributed | 2026-03-05T00:38:20.394577 | started | 14,051,584 | 64 | 24 | 32 | 256 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_HOLDOUT_N19.00M_TPP6_D114M_wikipedia_m19389792_token114000000_lr0-0003_distributed | 2026-03-05T02:39:26.489598 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 341,829,500 | 4,140 | 292.925502 | 0 | null | null | 5.143258 | 0.481515 | 5.493842 | 82,567 | null |
FP16WIKI_COLINEAR_HOLDOUT_N19.00M_TPP6_D114M_wikipedia_m19389792_token114000000_lr0-0003_distributed | 2026-03-05T02:34:32.014724 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP1.5_D28.5M_wikipedia_m19389792_token28500000_lr0-0003_distributed | 2026-03-04T22:47:58.827823 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 85,501,660 | 1,035 | 73.379086 | 0 | null | null | 5.767476 | 0.946649 | 6.481407 | 82,610 | null |
FP16WIKI_COLINEAR_N19.00M_TPP1.5_D28.5M_wikipedia_m19389792_token28500000_lr0-0003_distributed | 2026-03-04T22:46:43.969422 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP1.9_D36.1M_wikipedia_m19389792_token36100000_lr0-0003_distributed | 2026-03-04T22:42:33.303196 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP1_D19M_wikipedia_m19389792_token19000000_lr0-0003_distributed | 2026-03-04T22:20:46.884728 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 56,983,728 | 690 | 48.959908 | 0 | null | null | 6.142462 | 1.083564 | 7.006472 | 82,585 | null |
FP16WIKI_COLINEAR_N19.00M_TPP1_D19M_wikipedia_m19389792_token19000000_lr0-0003_distributed | 2026-03-04T22:19:56.830831 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP2.5_D47.5M_wikipedia_m19389792_token47500000_lr0-0003_distributed | 2026-03-04T23:11:39.186128 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 142,388,808 | 1,725 | 121.470063 | 0 | null | null | 5.447707 | 0.74002 | 5.9947 | 82,544 | null |
FP16WIKI_COLINEAR_N19.00M_TPP2.5_D47.5M_wikipedia_m19389792_token47500000_lr0-0003_distributed | 2026-03-04T23:09:36.583055 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP2.7_D51.3M_wikipedia_m19389792_token51300000_lr0-0003_distributed | 2026-03-04T23:44:01.608926 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 153,962,984 | 1,863 | 130.741765 | 0 | null | null | 5.402674 | 0.71671 | 5.93146 | 82,642 | null |
FP16WIKI_COLINEAR_N19.00M_TPP2.7_D51.3M_wikipedia_m19389792_token51300000_lr0-0003_distributed | 2026-03-04T23:41:49.981221 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP2_D38M_wikipedia_m19389792_token38000000_lr0-0003_distributed | 2026-03-04T23:10:46.909132 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP3.0_D57M_wikipedia_m19389792_token57000000_lr0-0003_distributed | 2026-03-04T23:34:20.391208 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP3.3_D62.7M_wikipedia_m19389792_token62700000_lr0-0003_distributed | 2026-03-04T23:57:25.934961 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 188,104,560 | 2,277 | 159.564437 | 0 | null | null | 5.318688 | 0.649516 | 5.795366 | 82,610 | null |
FP16WIKI_COLINEAR_N19.00M_TPP3.3_D62.7M_wikipedia_m19389792_token62700000_lr0-0003_distributed | 2026-03-04T23:54:45.162258 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP3.5_D66.5M_wikipedia_m19389792_token66500000_lr0-0003_distributed | 2026-03-05T00:37:06.181501 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 199,689,160 | 2,415 | 168.764689 | 0 | null | null | 5.293427 | 0.630878 | 5.756044 | 82,687 | null |
FP16WIKI_COLINEAR_N19.00M_TPP3.5_D66.5M_wikipedia_m19389792_token66500000_lr0-0003_distributed | 2026-03-05T00:34:16.225237 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP4.5_D85.5M_wikipedia_m19389792_token85500000_lr0-0003_distributed | 2026-03-05T01:04:00.332528 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 256,371,204 | 3,105 | 218.292017 | 0 | null | null | 5.209514 | 0.556555 | 5.616098 | 82,567 | null |
FP16WIKI_COLINEAR_N19.00M_TPP4.5_D85.5M_wikipedia_m19389792_token85500000_lr0-0003_distributed | 2026-03-05T01:00:20.307291 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP4_D76M_wikipedia_m19389792_token76000000_lr0-0003_distributed | 2026-03-05T00:26:47.826196 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N19.00M_TPP5_D95M_wikipedia_m19389792_token95000000_lr0-0003_distributed | 2026-03-05T00:53:19.213661 | null | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 285,078,992 | 3,450 | 243.109294 | 0 | null | null | 5.189904 | 0.527578 | 5.574947 | 82,631 | null |
FP16WIKI_COLINEAR_N19.00M_TPP5_D95M_wikipedia_m19389792_token95000000_lr0-0003_distributed | 2026-03-05T00:49:13.870137 | started | 19,389,792 | 96 | 1 | 1 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_HOLDOUT_N22.00M_TPP6_D132M_wikipedia_m21962112_token132000000_lr0-0003_distributed | 2026-03-05T02:58:10.347469 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 396,146,180 | 4,794 | 1,095.653327 | 0 | null | null | 4.966393 | 0.52742 | 5.359421 | 82,633 | null |
FP16WIKI_COLINEAR_HOLDOUT_N22.00M_TPP6_D132M_wikipedia_m21962112_token132000000_lr0-0003_distributed | 2026-03-05T02:39:52.549889 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP1.5_D33M_wikipedia_m21962112_token33000000_lr0-0003_distributed | 2026-03-04T22:40:23.908435 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 98,953,844 | 1,200 | 270.68746 | 0 | null | null | 5.762789 | 0.880758 | 6.436131 | 82,461 | null |
FP16WIKI_COLINEAR_N22.00M_TPP1.5_D33M_wikipedia_m21962112_token33000000_lr0-0003_distributed | 2026-03-04T22:35:51.344179 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP1.9_D41.8M_wikipedia_m21962112_token41800000_lr0-0003_distributed | 2026-03-04T22:49:06.242202 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 125,398,888 | 1,518 | 330.943132 | 0 | null | null | 5.589258 | 0.808634 | 6.207277 | 82,607 | null |
FP16WIKI_COLINEAR_N22.00M_TPP1.9_D41.8M_wikipedia_m21962112_token41800000_lr0-0003_distributed | 2026-03-04T22:43:31.205082 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP1_D22M_wikipedia_m21962112_token22000000_lr0-0003_distributed | 2026-03-04T22:24:14.129994 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 65,982,524 | 801 | 178.61772 | 0 | null | null | 6.105138 | 1.018513 | 6.911544 | 82,375 | null |
FP16WIKI_COLINEAR_N22.00M_TPP1_D22M_wikipedia_m21962112_token22000000_lr0-0003_distributed | 2026-03-04T22:21:12.969538 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP2.5_D55M_wikipedia_m21962112_token55000000_lr0-0003_distributed | 2026-03-04T23:19:35.651058 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 165,030,556 | 1,998 | 446.620389 | 0 | null | null | 5.373294 | 0.742715 | 5.940127 | 82,597 | null |
FP16WIKI_COLINEAR_N22.00M_TPP2.5_D55M_wikipedia_m21962112_token55000000_lr0-0003_distributed | 2026-03-04T23:12:05.400851 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP2.7_D59.4M_wikipedia_m21962112_token59400000_lr0-0003_distributed | 2026-03-04T23:52:49.251358 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 178,261,788 | 2,160 | 499.134613 | 0 | null | null | 5.328203 | 0.725275 | 5.880229 | 82,528 | null |
FP16WIKI_COLINEAR_N22.00M_TPP2.7_D59.4M_wikipedia_m21962112_token59400000_lr0-0003_distributed | 2026-03-04T23:44:28.047591 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP2_D44M_wikipedia_m21962112_token44000000_lr0-0003_distributed | 2026-03-04T23:18:57.003433 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 132,034,880 | 1,599 | 362.371108 | 0 | null | null | 5.536656 | 0.798341 | 6.14701 | 82,573 | null |
FP16WIKI_COLINEAR_N22.00M_TPP2_D44M_wikipedia_m21962112_token44000000_lr0-0003_distributed | 2026-03-04T23:12:51.967021 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.0_D66M_wikipedia_m21962112_token66000000_lr0-0003_distributed | 2026-03-04T23:44:39.737998 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 198,043,796 | 2,397 | 540.402805 | 0 | null | null | 5.274526 | 0.697294 | 5.80301 | 82,621 | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.0_D66M_wikipedia_m21962112_token66000000_lr0-0003_distributed | 2026-03-04T23:35:37.255007 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.3_D72.6M_wikipedia_m21962112_token72600000_lr0-0003_distributed | 2026-03-05T00:07:53.750942 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 217,972,584 | 2,640 | 597.599495 | 0 | null | null | 5.195879 | 0.675719 | 5.704921 | 82,565 | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.3_D72.6M_wikipedia_m21962112_token72600000_lr0-0003_distributed | 2026-03-04T23:57:52.720487 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.5_D77M_wikipedia_m21962112_token77000000_lr0-0003_distributed | 2026-03-05T00:11:16.544910 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 230,975,224 | 2,799 | 635.500039 | 0 | null | null | 5.168126 | 0.660877 | 5.665521 | 82,520 | null |
FP16WIKI_COLINEAR_N22.00M_TPP3.5_D77M_wikipedia_m21962112_token77000000_lr0-0003_distributed | 2026-03-05T00:00:39.019232 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP4.5_D99M_wikipedia_m21962112_token99000000_lr0-0003_distributed | 2026-03-05T01:18:04.097484 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 297,174,576 | 3,594 | 813.373963 | 0 | null | null | 5.070141 | 0.595639 | 5.516186 | 82,686 | null |
FP16WIKI_COLINEAR_N22.00M_TPP4.5_D99M_wikipedia_m21962112_token99000000_lr0-0003_distributed | 2026-03-05T01:04:28.328736 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP4_D88M_wikipedia_m21962112_token88000000_lr0-0003_distributed | 2026-03-05T00:40:32.488975 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 264,008,684 | 3,198 | 728.110757 | 0 | null | null | 5.101469 | 0.627783 | 5.572835 | 82,554 | null |
FP16WIKI_COLINEAR_N22.00M_TPP4_D88M_wikipedia_m21962112_token88000000_lr0-0003_distributed | 2026-03-05T00:28:21.489153 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
FP16WIKI_COLINEAR_N22.00M_TPP5_D110M_wikipedia_m21962112_token110000000_lr0-0003_distributed | 2026-03-05T01:08:40.501106 | null | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | null | null | 329,956,732 | 3,993 | 893.008599 | 0 | null | null | 5.036219 | 0.569251 | 5.461687 | 82,633 | null |
FP16WIKI_COLINEAR_N22.00M_TPP5_D110M_wikipedia_m21962112_token110000000_lr0-0003_distributed | 2026-03-05T00:53:44.933498 | started | 21,962,112 | 96 | 24 | 24 | 384 | 100,277 | 256 | 0.0003 | 3 | 96 | 0.1 | 42 | true | true | false | null | null | null | null | null | null | null | null | null | null | null |
End of preview. Expand in Data Studio
Collinear/Non-Collinear Scaling Models
Checkpoint repository for scaling law experiments comparing collinear (CO) and non-collinear (NC) experimental designs for the paper Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation under review for NeurIPS 2026.
Code
Anonymized code repository (reproduces all tables): anonymous.4open.science
Directory Structure
{dataset}/{design}/N_{param_count}/
- Dataset:
wikipedia,pes2o,cosmopedia,redpajama,c4(plus_bf16and_bigtppvariants) - Design:
colinearornon_colinear - N: Model parameter count (one of 14 canonical sizes from ~5M to ~76.5M)
Experimental Designs
Collinear (CO): Models are trained along a line in (N, D) space where D = TPP × N for varying TPP (tokens per parameter) values. A single model size N is swept across many TPP values.
Non-collinear (NC): Models are trained on a grid over (N, D) space (NxD_GRID), varying both N and D independently.
Holdout Sets
Some checkpoints include HOLDOUT in the filename. These were held out from scaling law fitting and are used to evaluate extrapolation / interpolation accuracy of fitted scaling laws. Both CO and NC designs have holdout checkpoints:
COLINEAR_HOLDOUT_*→ collinear holdout (held-out TPP values)*_HOLDOUT_*(withoutCOLINEAR) → non-collinear holdout (held-out (N, D) pairs)
Filename Convention
{PREFIX}{DESIGN}N{approx_size}[TPP{val}]D{tokens}_{dataset}_m{exact_N}_token{exact_D}lr{lr}..._completedAt{timestamp}.pt
The m{N} and token{D} fields contain the exact parameter count and token count used for training.
Full results pre-extracted are available in this repository aswell, under: extracted_losses/ , full_coverage_results/, prelim_bigtpp_results/, seed_variance_results/, special_results/ and subset_bbox_seeds/ .
License: GPL v2.0
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