params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
| seed
stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 15,000
|
small aux 3
|
5xC
| 4,915,200,000
| 2,888,563,949,568,000,000
|
{'predicted_index_raw': 1.4553571428571428, 'predicted_index_per_token': 1.3928571428571428, 'predicted_index_per_char': 1.4196428571428572, 'predicted_index_per_byte': 1.4553571428571428, 'predicted_index_uncond': 1.4910714285714286, 'correct_choice': 1.25, 'acc_raw': 0.32142857142857145, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25, 'acc_uncond': 0.2857142857142857, 'no_answer': 0.0, 'sum_logits_corr': -28.381896625672066, 'logits_per_token_corr': -4.967875659780445, 'logits_per_char_corr': -1.294805700766953, 'bits_per_byte_corr': 1.868009763412584, 'correct_prob': 0.0009538342169042026, 'correct_prob_per_token': 0.018160967926681596, 'correct_prob_per_char': 0.3211773867423665, 'margin': -2.363316973757521e-05, 'margin_per_token': -0.01519844430837943, 'margin_per_char': -0.06466848799717646, 'total_prob': 0.0023730973715248185, 'total_prob_per_token': 0.07837674990976594, 'total_prob_per_char': 1.275860226111036, 'uncond_correct_prob': 0.0003340071036119443, 'uncond_correct_prob_per_token': 0.006322464824669323, 'uncond_correct_prob_per_char': 0.2551711249571748, 'uncond_total_prob': 0.0008171383995883361, 'norm_correct_prob': 0.30706938013380725, 'norm_correct_prob_per_token': 0.2385872339674493, 'norm_correct_prob_per_char': 0.25070729326880853, 'primary_metric': 0.32142857142857145}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 15,000
|
default
|
5xC
| 4,915,200,000
| 2,888,563,949,568,000,000
|
{'predicted_index_raw': 1.0625, 'predicted_index_per_token': 1.0803571428571428, 'predicted_index_per_char': 1.375, 'predicted_index_per_byte': 1.8571428571428572, 'predicted_index_uncond': 0.8571428571428571, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.24107142857142858, 'acc_per_char': 0.25, 'acc_per_byte': 0.17857142857142858, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -29.3284743811403, 'logits_per_token_corr': -5.210278894917757, 'logits_per_char_corr': -1.3510144794162078, 'logits_per_byte_corr': 1.949101889624348, 'correct_prob': 0.0007441709012535833, 'correct_prob_per_token': 0.014273741281459135, 'correct_prob_per_char': 0.3015344111498997, 'margin': 8.410118787879649e-05, 'margin_per_token': -0.013128652625058456, 'margin_per_char': -0.05299263134082828, 'total_prob': 0.0018740570783973445, 'total_prob_per_token': 0.06428693829801674, 'total_prob_per_char': 1.1951026802680595, 'uncond_correct_prob': 0.00021424399851917384, 'uncond_correct_prob_per_token': 0.0056412540069143815, 'uncond_correct_prob_per_char': 0.24464241980881338, 'uncond_total_prob': 0.0005684346466537359, 'norm_correct_prob': 0.3084779258649541, 'norm_correct_prob_per_token': 0.23858349276600355, 'norm_correct_prob_per_char': 0.25206753473667565, 'primary_metric': 0.3125}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 17,500
|
small aux 2
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.2142857142857142, 'predicted_index_per_token': 1.1875, 'predicted_index_per_char': 1.4107142857142858, 'predicted_index_per_byte': 1.4107142857142858, 'predicted_index_uncond': 1.2857142857142858, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -28.229738829391344, 'logits_per_token_corr': -4.977389752083034, 'logits_per_char_corr': -1.2971251081847837, 'bits_per_byte_corr': 1.8713559609920918, 'correct_prob': 0.0008197037674672539, 'correct_prob_per_token': 0.017945505468731335, 'correct_prob_per_char': 0.3197172386629143, 'margin': 0.0002098460466331991, 'margin_per_token': -0.016140942988317347, 'margin_per_char': -0.056257146606895236, 'total_prob': 0.0017940933076895402, 'total_prob_per_token': 0.08068546097262999, 'total_prob_per_char': 1.2658800432330095, 'uncond_correct_prob': 6.636589004077112e-05, 'uncond_correct_prob_per_token': 0.005522122139832345, 'uncond_correct_prob_per_char': 0.23675819085461355, 'uncond_total_prob': 0.0001758710974831201, 'norm_correct_prob': 0.2947723475408158, 'norm_correct_prob_per_token': 0.24183884032039907, 'norm_correct_prob_per_char': 0.2525324136143799, 'primary_metric': 0.2857142857142857}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 17,500
|
small aux 3
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.4196428571428572, 'predicted_index_per_token': 1.4375, 'predicted_index_per_char': 1.4464285714285714, 'predicted_index_per_byte': 1.4642857142857142, 'predicted_index_uncond': 1.2767857142857142, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.26785714285714285, 'no_answer': 0.0, 'sum_logits_corr': -28.088519615786417, 'logits_per_token_corr': -4.882558651984255, 'logits_per_char_corr': -1.287603228340028, 'bits_per_byte_corr': 1.8576187921601126, 'correct_prob': 0.00014430033120417903, 'correct_prob_per_token': 0.02048992544035344, 'correct_prob_per_char': 0.3311381148603524, 'margin': -9.900963482358908e-05, 'margin_per_token': -0.017400760151073565, 'margin_per_char': -0.06569751571937435, 'total_prob': 0.0005095505592834485, 'total_prob_per_token': 0.0894569661576768, 'total_prob_per_char': 1.3161447493459417, 'uncond_correct_prob': 0.00022418184879001305, 'uncond_correct_prob_per_token': 0.006588595373907365, 'uncond_correct_prob_per_char': 0.25035325510600515, 'uncond_total_prob': 0.0005905029290384292, 'norm_correct_prob': 0.2933950123989784, 'norm_correct_prob_per_token': 0.23602450669604974, 'norm_correct_prob_per_char': 0.2491114091713555, 'primary_metric': 0.29464285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 17,500
|
default
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.1607142857142858, 'predicted_index_per_token': 1.1964285714285714, 'predicted_index_per_char': 1.4553571428571428, 'predicted_index_per_byte': 1.7678571428571428, 'predicted_index_uncond': 1.0267857142857142, 'correct_choice': 1.25, 'acc_raw': 0.30357142857142855, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.25, 'acc_per_byte': 0.20535714285714285, 'acc_uncond': 0.2857142857142857, 'no_answer': 0.0, 'sum_logits_corr': -28.615360332386835, 'logits_per_token_corr': -5.04689375732393, 'logits_per_char_corr': -1.306027757564436, 'logits_per_byte_corr': 1.8841997691028982, 'correct_prob': 0.0023692119823358793, 'correct_prob_per_token': 0.01771850438030926, 'correct_prob_per_char': 0.315181519872531, 'margin': 0.0009497966403852491, 'margin_per_token': -0.01707109082372131, 'margin_per_char': -0.05902399763530318, 'total_prob': 0.004355525347134834, 'total_prob_per_token': 0.07863951323262107, 'total_prob_per_char': 1.2509696058494784, 'uncond_correct_prob': 9.03241560714981e-05, 'uncond_correct_prob_per_token': 0.005172895299006156, 'uncond_correct_prob_per_char': 0.22888614133861804, 'uncond_total_prob': 0.00021765560553259152, 'norm_correct_prob': 0.2799224561061764, 'norm_correct_prob_per_token': 0.23729692629870028, 'norm_correct_prob_per_char': 0.2516192186624117, 'primary_metric': 0.30357142857142855}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 18,750
|
small aux 2
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.4285714285714286, 'predicted_index_per_token': 1.4821428571428572, 'predicted_index_per_char': 1.4285714285714286, 'predicted_index_per_byte': 1.4464285714285714, 'predicted_index_uncond': 1.3125, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.23214285714285715, 'no_answer': 0.0, 'sum_logits_corr': -27.33378912295614, 'logits_per_token_corr': -4.684530560627037, 'logits_per_char_corr': -1.222893564257745, 'bits_per_byte_corr': 1.764262480690945, 'correct_prob': 0.0013456581933543996, 'correct_prob_per_token': 0.022316916738741147, 'correct_prob_per_char': 0.3432397433517768, 'margin': 0.0005099284015139102, 'margin_per_token': -0.021707263316238106, 'margin_per_char': -0.07787208432813153, 'total_prob': 0.0027827127106328886, 'total_prob_per_token': 0.10018803245256734, 'total_prob_per_char': 1.3741389554590957, 'uncond_correct_prob': 9.909648495148346e-05, 'uncond_correct_prob_per_token': 0.005836255583699013, 'uncond_correct_prob_per_char': 0.24870159059436864, 'uncond_total_prob': 0.0002517505199822862, 'norm_correct_prob': 0.2823355521939957, 'norm_correct_prob_per_token': 0.22912961749109026, 'norm_correct_prob_per_char': 0.24972802957008788, 'primary_metric': 0.29464285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 18,750
|
small aux 3
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.1785714285714286, 'predicted_index_per_token': 1.2053571428571428, 'predicted_index_per_char': 1.3660714285714286, 'predicted_index_per_byte': 1.3839285714285714, 'predicted_index_uncond': 1.0892857142857142, 'correct_choice': 1.25, 'acc_raw': 0.33035714285714285, 'acc_per_token': 0.23214285714285715, 'acc_per_char': 0.29464285714285715, 'acc_per_byte': 0.2857142857142857, 'acc_uncond': 0.24107142857142858, 'no_answer': 0.0, 'sum_logits_corr': -27.65239042043686, 'logits_per_token_corr': -4.8751749642583615, 'logits_per_char_corr': -1.2667034848087353, 'bits_per_byte_corr': 1.8274668358116435, 'correct_prob': 0.0007099930750326088, 'correct_prob_per_token': 0.021088894149277816, 'correct_prob_per_char': 0.32960394693311407, 'margin': -0.00025965269321090803, 'margin_per_token': -0.017381169459617627, 'margin_per_char': -0.05672664337106907, 'total_prob': 0.0020879863021280526, 'total_prob_per_token': 0.0895980212185167, 'total_prob_per_char': 1.30345179372133, 'uncond_correct_prob': 0.0001370740819562964, 'uncond_correct_prob_per_token': 0.005963604622118003, 'uncond_correct_prob_per_char': 0.24610523305316903, 'uncond_total_prob': 0.00036860863880069694, 'norm_correct_prob': 0.3139667835745551, 'norm_correct_prob_per_token': 0.24339640997888642, 'norm_correct_prob_per_char': 0.25165681495314557, 'primary_metric': 0.33035714285714285}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 18,750
|
default
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.1964285714285714, 'predicted_index_per_token': 1.1696428571428572, 'predicted_index_per_char': 1.4375, 'predicted_index_per_byte': 1.7767857142857142, 'predicted_index_uncond': 1.1607142857142858, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.25, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.19642857142857142, 'acc_uncond': 0.2857142857142857, 'no_answer': 0.0, 'sum_logits_corr': -28.084963602679117, 'logits_per_token_corr': -4.923279467058913, 'logits_per_char_corr': -1.2733720617354949, 'logits_per_byte_corr': 1.837087558673673, 'correct_prob': 0.0022712903150552783, 'correct_prob_per_token': 0.018072545710223514, 'correct_prob_per_char': 0.32254789060610606, 'margin': 0.0009357066388580267, 'margin_per_token': -0.014483240594913946, 'margin_per_char': -0.0535025181875427, 'total_prob': 0.004677061664061991, 'total_prob_per_token': 0.0786986653679184, 'total_prob_per_char': 1.2710607208708222, 'uncond_correct_prob': 3.279404100954024e-05, 'uncond_correct_prob_per_token': 0.004774268634857001, 'uncond_correct_prob_per_char': 0.2242365409933094, 'uncond_total_prob': 9.452413335407093e-05, 'norm_correct_prob': 0.29976050636555, 'norm_correct_prob_per_token': 0.24622878759064595, 'norm_correct_prob_per_char': 0.25385957720503555, 'primary_metric': 0.3125}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 20,000
|
small aux 2
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.4464285714285714, 'predicted_index_per_token': 1.4285714285714286, 'predicted_index_per_char': 1.4375, 'predicted_index_per_byte': 1.4553571428571428, 'predicted_index_uncond': 1.7053571428571428, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.23214285714285715, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.2857142857142857, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -27.886565608637675, 'logits_per_token_corr': -4.871074773076897, 'logits_per_char_corr': -1.275457947393958, 'bits_per_byte_corr': 1.8400968555690016, 'correct_prob': 0.001182929900290444, 'correct_prob_per_token': 0.018859819284303556, 'correct_prob_per_char': 0.32730444795201485, 'margin': 0.00019728566105043044, 'margin_per_token': -0.017549297215901583, 'margin_per_char': -0.06518199923033971, 'total_prob': 0.0028214060391312293, 'total_prob_per_token': 0.0838672872966432, 'total_prob_per_char': 1.2982999238390132, 'uncond_correct_prob': 5.10349913209081e-05, 'uncond_correct_prob_per_token': 0.006607409534982691, 'uncond_correct_prob_per_char': 0.252587900987727, 'uncond_total_prob': 0.0001269864675013901, 'norm_correct_prob': 0.283375052434576, 'norm_correct_prob_per_token': 0.2394815149970157, 'norm_correct_prob_per_char': 0.2506835827766483, 'primary_metric': 0.29464285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 20,000
|
small aux 3
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.2767857142857142, 'predicted_index_per_token': 1.2321428571428572, 'predicted_index_per_char': 1.4196428571428572, 'predicted_index_per_byte': 1.4196428571428572, 'predicted_index_uncond': 1.4107142857142858, 'correct_choice': 1.25, 'acc_raw': 0.30357142857142855, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.30357142857142855, 'no_answer': 0.0, 'sum_logits_corr': -28.53902174745287, 'logits_per_token_corr': -5.060115456575716, 'logits_per_char_corr': -1.3104576460567383, 'bits_per_byte_corr': 1.8905907472624386, 'correct_prob': 0.0008940758387554958, 'correct_prob_per_token': 0.019016689008980087, 'correct_prob_per_char': 0.3146948453006724, 'margin': -0.00010738117456818647, 'margin_per_token': -0.01529394008213821, 'margin_per_char': -0.057624294873068645, 'total_prob': 0.0024352920106058356, 'total_prob_per_token': 0.08093212054523582, 'total_prob_per_char': 1.2464544269122773, 'uncond_correct_prob': 0.00017768356131532138, 'uncond_correct_prob_per_token': 0.005520634119149638, 'uncond_correct_prob_per_char': 0.23810512829757563, 'uncond_total_prob': 0.00046052324804578135, 'norm_correct_prob': 0.30356405155942284, 'norm_correct_prob_per_token': 0.2424611096211665, 'norm_correct_prob_per_char': 0.2507821176167551, 'primary_metric': 0.30357142857142855}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 20,000
|
default
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.0714285714285714, 'predicted_index_per_token': 1.0803571428571428, 'predicted_index_per_char': 1.3035714285714286, 'predicted_index_per_byte': 1.9285714285714286, 'predicted_index_uncond': 0.9375, 'correct_choice': 1.25, 'acc_raw': 0.33035714285714285, 'acc_per_token': 0.24107142857142858, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.17857142857142858, 'acc_uncond': 0.29464285714285715, 'no_answer': 0.0, 'sum_logits_corr': -28.54587843801294, 'logits_per_token_corr': -5.1122714897791655, 'logits_per_char_corr': -1.3228560528502722, 'logits_per_byte_corr': 1.908477867258408, 'correct_prob': 0.0019521419617620664, 'correct_prob_per_token': 0.01744725040837247, 'correct_prob_per_char': 0.31006172823114536, 'margin': 0.0005631552074398411, 'margin_per_token': -0.016087518278106748, 'margin_per_char': -0.04958437882132349, 'total_prob': 0.00403876791159745, 'total_prob_per_token': 0.07685108162862818, 'total_prob_per_char': 1.2197882260490769, 'uncond_correct_prob': 9.206710054031083e-05, 'uncond_correct_prob_per_token': 0.0054712855198994674, 'uncond_correct_prob_per_char': 0.23603935747199575, 'uncond_total_prob': 0.0002765563484310836, 'norm_correct_prob': 0.31905178935173933, 'norm_correct_prob_per_token': 0.2473326173188731, 'norm_correct_prob_per_char': 0.2533683659812909, 'primary_metric': 0.33035714285714285}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 21,250
|
small aux 2
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.4553571428571428, 'predicted_index_per_token': 1.5178571428571428, 'predicted_index_per_char': 1.4464285714285714, 'predicted_index_per_byte': 1.4642857142857142, 'predicted_index_uncond': 1.8303571428571428, 'correct_choice': 1.25, 'acc_raw': 0.25892857142857145, 'acc_per_token': 0.1875, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.16071428571428573, 'no_answer': 0.0, 'sum_logits_corr': -27.82413695539747, 'logits_per_token_corr': -4.926276389639859, 'logits_per_char_corr': -1.287735858176148, 'bits_per_byte_corr': 1.857810136566957, 'correct_prob': 0.0006181073673183481, 'correct_prob_per_token': 0.01782696780263584, 'correct_prob_per_char': 0.3224727978952241, 'margin': -7.834133807604586e-05, 'margin_per_token': -0.019813777170709028, 'margin_per_char': -0.07343578341347777, 'total_prob': 0.0017787822658299499, 'total_prob_per_token': 0.08534781941670769, 'total_prob_per_char': 1.2941201717615978, 'uncond_correct_prob': 3.442126320038856e-05, 'uncond_correct_prob_per_token': 0.006280097659924397, 'uncond_correct_prob_per_char': 0.25056478043729635, 'uncond_total_prob': 8.676359724506122e-05, 'norm_correct_prob': 0.26761760111660876, 'norm_correct_prob_per_token': 0.22842220097972893, 'norm_correct_prob_per_char': 0.249548105674726, 'primary_metric': 0.25892857142857145}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 21,250
|
small aux 3
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.1607142857142858, 'predicted_index_per_token': 1.0803571428571428, 'predicted_index_per_char': 1.3214285714285714, 'predicted_index_per_byte': 1.3214285714285714, 'predicted_index_uncond': 2.044642857142857, 'correct_choice': 1.25, 'acc_raw': 0.35714285714285715, 'acc_per_token': 0.25892857142857145, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -27.52591529914311, 'logits_per_token_corr': -4.851388893779267, 'logits_per_char_corr': -1.2557291179617291, 'bits_per_byte_corr': 1.81163417118456, 'correct_prob': 0.001098141651491367, 'correct_prob_per_token': 0.020572562070499675, 'correct_prob_per_char': 0.3287553564146597, 'margin': 0.00032764983170835427, 'margin_per_token': -0.01920187500046602, 'margin_per_char': -0.054386767447502295, 'total_prob': 0.0024053555283539392, 'total_prob_per_token': 0.09175092587267342, 'total_prob_per_char': 1.3027277219641704, 'uncond_correct_prob': 0.000251363598763179, 'uncond_correct_prob_per_token': 0.005485432499882112, 'uncond_correct_prob_per_char': 0.23417089026868748, 'uncond_total_prob': 0.0006554387691871265, 'norm_correct_prob': 0.32062712475925814, 'norm_correct_prob_per_token': 0.24555467953562335, 'norm_correct_prob_per_char': 0.25101975270745713, 'primary_metric': 0.35714285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 21,250
|
default
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.4375, 'predicted_index_per_token': 1.4553571428571428, 'predicted_index_per_char': 1.4732142857142858, 'predicted_index_per_byte': 1.0357142857142858, 'predicted_index_uncond': 1.3660714285714286, 'correct_choice': 1.25, 'acc_raw': 0.30357142857142855, 'acc_per_token': 0.23214285714285715, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.23214285714285715, 'acc_uncond': 0.2767857142857143, 'no_answer': 0.0, 'sum_logits_corr': -27.9498889701707, 'logits_per_token_corr': -4.938477396245754, 'logits_per_char_corr': -1.2704153472990203, 'logits_per_byte_corr': 1.8328219214188437, 'correct_prob': 0.002844438803105524, 'correct_prob_per_token': 0.019254271797535527, 'correct_prob_per_char': 0.32178367488304105, 'margin': 0.001122642925743592, 'margin_per_token': -0.017258657322363535, 'margin_per_char': -0.06323914688515586, 'total_prob': 0.005500260832877502, 'total_prob_per_token': 0.08393410336962523, 'total_prob_per_char': 1.2715141456508314, 'uncond_correct_prob': 3.566775714783204e-05, 'uncond_correct_prob_per_token': 0.005741446472861045, 'uncond_correct_prob_per_char': 0.23637894483315863, 'uncond_total_prob': 0.0001007135527613817, 'norm_correct_prob': 0.30155628660454575, 'norm_correct_prob_per_token': 0.24326091543389977, 'norm_correct_prob_per_char': 0.2539742988417783, 'primary_metric': 0.30357142857142855}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 22,500
|
small aux 2
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.4017857142857142, 'predicted_index_per_token': 1.3839285714285714, 'predicted_index_per_char': 1.4821428571428572, 'predicted_index_per_byte': 1.4821428571428572, 'predicted_index_uncond': 1.4285714285714286, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -27.434349128178187, 'logits_per_token_corr': -4.786475960167771, 'logits_per_char_corr': -1.2460715667758202, 'bits_per_byte_corr': 1.7977012699815085, 'correct_prob': 0.0010107639215723911, 'correct_prob_per_token': 0.02079505581635479, 'correct_prob_per_char': 0.3340868167738385, 'margin': -0.0001446870125235576, 'margin_per_token': -0.021431403699905493, 'margin_per_char': -0.07470803263258322, 'total_prob': 0.0028775961904589998, 'total_prob_per_token': 0.09569013341064829, 'total_prob_per_char': 1.337654994553039, 'uncond_correct_prob': 6.43034560682288e-05, 'uncond_correct_prob_per_token': 0.00694061068602179, 'uncond_correct_prob_per_char': 0.25793413363017015, 'uncond_total_prob': 0.0001546799796273712, 'norm_correct_prob': 0.2756549900804755, 'norm_correct_prob_per_token': 0.2309734856822625, 'norm_correct_prob_per_char': 0.24921337604510738, 'primary_metric': 0.29464285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 22,500
|
small aux 3
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.2410714285714286, 'predicted_index_per_token': 1.1875, 'predicted_index_per_char': 1.4910714285714286, 'predicted_index_per_byte': 1.4910714285714286, 'predicted_index_uncond': 1.8303571428571428, 'correct_choice': 1.25, 'acc_raw': 0.33035714285714285, 'acc_per_token': 0.26785714285714285, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.2857142857142857, 'no_answer': 0.0, 'sum_logits_corr': -27.072519928216934, 'logits_per_token_corr': -4.7255226083970285, 'logits_per_char_corr': -1.2298226392790974, 'bits_per_byte_corr': 1.774259022862205, 'correct_prob': 0.0008577263556778366, 'correct_prob_per_token': 0.021867215454118367, 'correct_prob_per_char': 0.3386156110557197, 'margin': -0.00010332440794311526, 'margin_per_token': -0.02020979532704351, 'margin_per_char': -0.059725897385942125, 'total_prob': 0.002223851052888163, 'total_prob_per_token': 0.0970069535609761, 'total_prob_per_char': 1.3421968213185362, 'uncond_correct_prob': 0.00015548134970462099, 'uncond_correct_prob_per_token': 0.006514627041674667, 'uncond_correct_prob_per_char': 0.2507830662337983, 'uncond_total_prob': 0.0003840145169889971, 'norm_correct_prob': 0.2974791745737191, 'norm_correct_prob_per_token': 0.2418529397174007, 'norm_correct_prob_per_char': 0.25032003285528936, 'primary_metric': 0.33035714285714285}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 22,500
|
default
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.4464285714285714, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.5535714285714286, 'predicted_index_per_byte': 1.1339285714285714, 'predicted_index_uncond': 1.4107142857142858, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.23214285714285715, 'acc_uncond': 0.24107142857142858, 'no_answer': 0.0, 'sum_logits_corr': -27.18140552512237, 'logits_per_token_corr': -4.716278299726602, 'logits_per_char_corr': -1.223667707091185, 'logits_per_byte_corr': 1.7653793327176897, 'correct_prob': 0.002317322362950567, 'correct_prob_per_token': 0.02109978294594364, 'correct_prob_per_char': 0.339179579645969, 'margin': 0.0008503810196106318, 'margin_per_token': -0.017833553094117292, 'margin_per_char': -0.06403310745365086, 'total_prob': 0.004672309437907737, 'total_prob_per_token': 0.0917668904284463, 'total_prob_per_char': 1.3401224171039623, 'uncond_correct_prob': 2.6381549104709853e-05, 'uncond_correct_prob_per_token': 0.005553271175539781, 'uncond_correct_prob_per_char': 0.2375600556699131, 'uncond_total_prob': 8.037493412798594e-05, 'norm_correct_prob': 0.301083640871273, 'norm_correct_prob_per_token': 0.2435804908671057, 'norm_correct_prob_per_char': 0.253355500505337, 'primary_metric': 0.29464285714285715}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 23,750
|
small aux 2
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.3571428571428572, 'predicted_index_per_token': 1.375, 'predicted_index_per_char': 1.3839285714285714, 'predicted_index_per_byte': 1.4017857142857142, 'predicted_index_uncond': 1.5714285714285714, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -27.640138464314596, 'logits_per_token_corr': -4.80283703226227, 'logits_per_char_corr': -1.248667259441336, 'bits_per_byte_corr': 1.801446062917723, 'correct_prob': 0.0012063199590787528, 'correct_prob_per_token': 0.02024276269321368, 'correct_prob_per_char': 0.33194942058109383, 'margin': 0.00014829278655793975, 'margin_per_token': -0.02001417463057789, 'margin_per_char': -0.06839384730942538, 'total_prob': 0.0029397171685698054, 'total_prob_per_token': 0.09233103111803652, 'total_prob_per_char': 1.3276092368235684, 'uncond_correct_prob': 3.409111493406536e-05, 'uncond_correct_prob_per_token': 0.0073135193988305884, 'uncond_correct_prob_per_char': 0.26085923992734955, 'uncond_total_prob': 9.30868795470744e-05, 'norm_correct_prob': 0.2708478391694623, 'norm_correct_prob_per_token': 0.22972852095026441, 'norm_correct_prob_per_char': 0.2495711375411591, 'primary_metric': 0.2857142857142857}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 23,750
|
small aux 3
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.1428571428571428, 'predicted_index_per_token': 1.1339285714285714, 'predicted_index_per_char': 1.4285714285714286, 'predicted_index_per_byte': 1.4285714285714286, 'predicted_index_uncond': 1.7678571428571428, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.22321428571428573, 'no_answer': 0.0, 'sum_logits_corr': -27.980472664747918, 'logits_per_token_corr': -4.982585307754148, 'logits_per_char_corr': -1.2815017331121743, 'bits_per_byte_corr': 1.8488161952528743, 'correct_prob': 0.0013759235784178748, 'correct_prob_per_token': 0.019426387147924558, 'correct_prob_per_char': 0.3185754393987512, 'margin': 0.0004229407253353178, 'margin_per_token': -0.018291145215729537, 'margin_per_char': -0.057451577210666495, 'total_prob': 0.0030179508116042982, 'total_prob_per_token': 0.08631173404264406, 'total_prob_per_char': 1.264356141140126, 'uncond_correct_prob': 0.00017011619993351554, 'uncond_correct_prob_per_token': 0.005769785682301499, 'uncond_correct_prob_per_char': 0.24261455036694674, 'uncond_total_prob': 0.000472541228429568, 'norm_correct_prob': 0.3042172907861837, 'norm_correct_prob_per_token': 0.2407209193909399, 'norm_correct_prob_per_char': 0.2509843863279761, 'primary_metric': 0.3125}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 23,750
|
default
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.3392857142857142, 'predicted_index_per_token': 1.3571428571428572, 'predicted_index_per_char': 1.5535714285714286, 'predicted_index_per_byte': 1.3482142857142858, 'predicted_index_uncond': 1.2767857142857142, 'correct_choice': 1.25, 'acc_raw': 0.32142857142857145, 'acc_per_token': 0.25, 'acc_per_char': 0.29464285714285715, 'acc_per_byte': 0.21428571428571427, 'acc_uncond': 0.2767857142857143, 'no_answer': 0.0, 'sum_logits_corr': -27.286565631628036, 'logits_per_token_corr': -4.701642461525049, 'logits_per_char_corr': -1.2219372414988747, 'logits_per_byte_corr': 1.762882798589233, 'correct_prob': 0.0026395111696815737, 'correct_prob_per_token': 0.0212381060801682, 'correct_prob_per_char': 0.33945097694231613, 'margin': 0.0007398600479121721, 'margin_per_token': -0.017519764528829338, 'margin_per_char': -0.0581404466637514, 'total_prob': 0.005850421370328138, 'total_prob_per_token': 0.09099880152598264, 'total_prob_per_char': 1.33676579506627, 'uncond_correct_prob': 4.817213712835675e-05, 'uncond_correct_prob_per_token': 0.005827620700157791, 'uncond_correct_prob_per_char': 0.24302438876421273, 'uncond_total_prob': 0.00014314569692139178, 'norm_correct_prob': 0.3075601387171679, 'norm_correct_prob_per_token': 0.24565753396420664, 'norm_correct_prob_per_char': 0.2539466828481821, 'primary_metric': 0.32142857142857145}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 25,000
|
small aux 2
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.4107142857142858, 'predicted_index_per_token': 1.4285714285714286, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.5446428571428572, 'correct_choice': 1.25, 'acc_raw': 0.2767857142857143, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.2857142857142857, 'acc_uncond': 0.22321428571428573, 'no_answer': 0.0, 'sum_logits_corr': -27.574260764888354, 'logits_per_token_corr': -4.915850632360992, 'logits_per_char_corr': -1.285506080281285, 'bits_per_byte_corr': 1.8545932470557518, 'correct_prob': 0.0005616621267444684, 'correct_prob_per_token': 0.019113030234929582, 'correct_prob_per_char': 0.32403820481605206, 'margin': -4.483663056102154e-05, 'margin_per_token': -0.01836423213030498, 'margin_per_char': -0.06820001902221852, 'total_prob': 0.001498277461065999, 'total_prob_per_token': 0.08608783764488089, 'total_prob_per_char': 1.291444306043145, 'uncond_correct_prob': 3.096525242653032e-05, 'uncond_correct_prob_per_token': 0.006484052443688772, 'uncond_correct_prob_per_char': 0.25174982723414796, 'uncond_total_prob': 7.667705081013426e-05, 'norm_correct_prob': 0.27194815565351227, 'norm_correct_prob_per_token': 0.2349809694973907, 'norm_correct_prob_per_char': 0.25050403943620003, 'primary_metric': 0.2767857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 25,000
|
small aux 3
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.1785714285714286, 'predicted_index_per_token': 1.1607142857142858, 'predicted_index_per_char': 1.4642857142857142, 'predicted_index_per_byte': 1.4642857142857142, 'predicted_index_uncond': 1.6607142857142858, 'correct_choice': 1.25, 'acc_raw': 0.30357142857142855, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.24107142857142858, 'no_answer': 0.0, 'sum_logits_corr': -26.41635726392269, 'logits_per_token_corr': -4.49559800630148, 'logits_per_char_corr': -1.1628938650999925, 'bits_per_byte_corr': 1.6777012122611639, 'correct_prob': 0.001425574669346359, 'correct_prob_per_token': 0.024281765409916587, 'correct_prob_per_char': 0.3557522158924168, 'margin': 3.4017890437425084e-05, 'margin_per_token': -0.020238896985769216, 'margin_per_char': -0.05930035924788327, 'total_prob': 0.003597560226807846, 'total_prob_per_token': 0.10566643019464152, 'total_prob_per_char': 1.4075981464019602, 'uncond_correct_prob': 0.00012849161624196737, 'uncond_correct_prob_per_token': 0.006267372821802163, 'uncond_correct_prob_per_char': 0.24883294445937326, 'uncond_total_prob': 0.00033535340202009407, 'norm_correct_prob': 0.30963361796616506, 'norm_correct_prob_per_token': 0.24319949572177904, 'norm_correct_prob_per_char': 0.2513324290930361, 'primary_metric': 0.30357142857142855}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 25,000
|
default
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.1071428571428572, 'predicted_index_per_token': 1.1517857142857142, 'predicted_index_per_char': 1.4285714285714286, 'predicted_index_per_byte': 1.7767857142857142, 'predicted_index_uncond': 0.9017857142857143, 'correct_choice': 1.25, 'acc_raw': 0.3482142857142857, 'acc_per_token': 0.26785714285714285, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.15178571428571427, 'acc_uncond': 0.30357142857142855, 'no_answer': 0.0, 'sum_logits_corr': -27.389952727726527, 'logits_per_token_corr': -4.799388839038948, 'logits_per_char_corr': -1.2418981514821401, 'logits_per_byte_corr': 1.7916803044337415, 'correct_prob': 0.0034177692737435337, 'correct_prob_per_token': 0.021786775412164023, 'correct_prob_per_char': 0.3331783969071957, 'margin': 0.0013787676873274774, 'margin_per_token': -0.01679409006096766, 'margin_per_char': -0.052530206702333486, 'total_prob': 0.006852351065891728, 'total_prob_per_token': 0.09096681279825002, 'total_prob_per_char': 1.3070633623868981, 'uncond_correct_prob': 9.649778675207094e-05, 'uncond_correct_prob_per_token': 0.0061712126823744015, 'uncond_correct_prob_per_char': 0.24499561534810824, 'uncond_total_prob': 0.0002620708075019219, 'norm_correct_prob': 0.3147907086668292, 'norm_correct_prob_per_token': 0.2492301022912485, 'norm_correct_prob_per_char': 0.2535983006787061, 'primary_metric': 0.3482142857142857}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 27,500
|
small aux 2
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.4464285714285714, 'predicted_index_per_token': 1.4285714285714286, 'predicted_index_per_char': 1.4196428571428572, 'predicted_index_per_byte': 1.4196428571428572, 'predicted_index_uncond': 1.5267857142857142, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -27.078842152442252, 'logits_per_token_corr': -4.74675458528687, 'logits_per_char_corr': -1.240572454134309, 'bits_per_byte_corr': 1.7897677274443047, 'correct_prob': 0.0009129820590101763, 'correct_prob_per_token': 0.02132664346030627, 'correct_prob_per_char': 0.33633962212602125, 'margin': -3.367549973223118e-05, 'margin_per_token': -0.02016319968333154, 'margin_per_char': -0.07137621887488246, 'total_prob': 0.0025067657944712334, 'total_prob_per_token': 0.09583920245219717, 'total_prob_per_char': 1.3387585209614177, 'uncond_correct_prob': 4.344028186019603e-05, 'uncond_correct_prob_per_token': 0.00663492614246717, 'uncond_correct_prob_per_char': 0.25379457278795853, 'uncond_total_prob': 0.00011221202366100572, 'norm_correct_prob': 0.2735265875011002, 'norm_correct_prob_per_token': 0.23501153378261658, 'norm_correct_prob_per_char': 0.25018388314904844, 'primary_metric': 0.2857142857142857}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 27,500
|
small aux 3
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.2053571428571428, 'predicted_index_per_token': 1.2321428571428572, 'predicted_index_per_char': 1.4285714285714286, 'predicted_index_per_byte': 1.4285714285714286, 'predicted_index_uncond': 1.7857142857142858, 'correct_choice': 1.25, 'acc_raw': 0.3392857142857143, 'acc_per_token': 0.25892857142857145, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.2857142857142857, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -26.68101463786193, 'logits_per_token_corr': -4.645000766560856, 'logits_per_char_corr': -1.2045405559740787, 'bits_per_byte_corr': 1.7377846866546867, 'correct_prob': 0.0010414676874015629, 'correct_prob_per_token': 0.022741156936517373, 'correct_prob_per_char': 0.3440051554727959, 'margin': -8.914636438282502e-05, 'margin_per_token': -0.02065590684068406, 'margin_per_char': -0.059077551573841806, 'total_prob': 0.0027197287731064203, 'total_prob_per_token': 0.1009861676140932, 'total_prob_per_char': 1.3628023980297965, 'uncond_correct_prob': 7.768786420661483e-05, 'uncond_correct_prob_per_token': 0.006171237837213908, 'uncond_correct_prob_per_char': 0.24624933381237063, 'uncond_total_prob': 0.0002063006003802619, 'norm_correct_prob': 0.30900057771770223, 'norm_correct_prob_per_token': 0.242107962166596, 'norm_correct_prob_per_char': 0.2510966938148892, 'primary_metric': 0.3392857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 27,500
|
default
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.1607142857142858, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.8303571428571428, 'predicted_index_uncond': 0.9910714285714286, 'correct_choice': 1.25, 'acc_raw': 0.32142857142857145, 'acc_per_token': 0.24107142857142858, 'acc_per_char': 0.25, 'acc_per_byte': 0.16964285714285715, 'acc_uncond': 0.26785714285714285, 'no_answer': 0.0, 'sum_logits_corr': -26.945912624044077, 'logits_per_token_corr': -4.713146297780663, 'logits_per_char_corr': -1.2212078988560309, 'logits_per_byte_corr': 1.7618305795752924, 'correct_prob': 0.002715265314445698, 'correct_prob_per_token': 0.022072767437490252, 'correct_prob_per_char': 0.3386211227379904, 'margin': 0.0009003755710258032, 'margin_per_token': -0.018264754592264936, 'margin_per_char': -0.05389473034396335, 'total_prob': 0.005850944217446625, 'total_prob_per_token': 0.09546704213132944, 'total_prob_per_char': 1.3362883678331026, 'uncond_correct_prob': 7.119087442346895e-05, 'uncond_correct_prob_per_token': 0.006331065559180994, 'uncond_correct_prob_per_char': 0.2467900915621541, 'uncond_total_prob': 0.00019854106012088743, 'norm_correct_prob': 0.29753310323395465, 'norm_correct_prob_per_token': 0.24531660297901123, 'norm_correct_prob_per_char': 0.2524756109625764, 'primary_metric': 0.32142857142857145}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 28,750
|
small aux 2
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.3839285714285714, 'predicted_index_per_token': 1.3660714285714286, 'predicted_index_per_char': 1.3928571428571428, 'predicted_index_per_byte': 1.4107142857142858, 'predicted_index_uncond': 1.5267857142857142, 'correct_choice': 1.25, 'acc_raw': 0.25892857142857145, 'acc_per_token': 0.1875, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.20535714285714285, 'no_answer': 0.0, 'sum_logits_corr': -27.147358613354818, 'logits_per_token_corr': -4.801821785935439, 'logits_per_char_corr': -1.2527068130795367, 'bits_per_byte_corr': 1.8072739069189638, 'correct_prob': 0.0008046388411411269, 'correct_prob_per_token': 0.020814905194606607, 'correct_prob_per_char': 0.3320579256201987, 'margin': -0.00011166938795769581, 'margin_per_token': -0.01942246024137382, 'margin_per_char': -0.068774162360865, 'total_prob': 0.002334271204442192, 'total_prob_per_token': 0.09366257877658002, 'total_prob_per_char': 1.322498641437731, 'uncond_correct_prob': 3.164217183677235e-05, 'uncond_correct_prob_per_token': 0.006699392413881762, 'uncond_correct_prob_per_char': 0.2537740887462422, 'uncond_total_prob': 8.059157345450036e-05, 'norm_correct_prob': 0.26925368412261325, 'norm_correct_prob_per_token': 0.2338878194635605, 'norm_correct_prob_per_char': 0.25017713699644173, 'primary_metric': 0.25892857142857145}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 28,750
|
small aux 3
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.25, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.8392857142857142, 'correct_choice': 1.25, 'acc_raw': 0.3392857142857143, 'acc_per_token': 0.25, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -26.591899084193365, 'logits_per_token_corr': -4.601820882772926, 'logits_per_char_corr': -1.1927080493301925, 'bits_per_byte_corr': 1.7207139879982536, 'correct_prob': 0.0012195928008956077, 'correct_prob_per_token': 0.02295225870155985, 'correct_prob_per_char': 0.34672349859625334, 'margin': -2.7652847109886146e-05, 'margin_per_token': -0.020957758241933116, 'margin_per_char': -0.06036616580085832, 'total_prob': 0.0030579536294305263, 'total_prob_per_token': 0.10242325299809717, 'total_prob_per_char': 1.3726355554788106, 'uncond_correct_prob': 7.756981204712058e-05, 'uncond_correct_prob_per_token': 0.0066305211728896534, 'uncond_correct_prob_per_char': 0.2515167844877197, 'uncond_total_prob': 0.00019908390798033547, 'norm_correct_prob': 0.31064804157779635, 'norm_correct_prob_per_token': 0.2425988705600637, 'norm_correct_prob_per_char': 0.2513382192997794, 'primary_metric': 0.3392857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 28,750
|
default
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.1071428571428572, 'predicted_index_per_token': 1.1875, 'predicted_index_per_char': 1.4553571428571428, 'predicted_index_per_byte': 1.6160714285714286, 'predicted_index_uncond': 0.8482142857142857, 'correct_choice': 1.25, 'acc_raw': 0.3482142857142857, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.21428571428571427, 'acc_uncond': 0.3125, 'no_answer': 0.0, 'sum_logits_corr': -26.84545095903533, 'logits_per_token_corr': -4.688033146270041, 'logits_per_char_corr': -1.2142412633461679, 'logits_per_byte_corr': 1.751779849073525, 'correct_prob': 0.0031765466900768036, 'correct_prob_per_token': 0.02281765185078404, 'correct_prob_per_char': 0.3413295286649906, 'margin': 0.0009894469949204344, 'margin_per_token': -0.01824159833718691, 'margin_per_char': -0.05405518925521946, 'total_prob': 0.007008102624466757, 'total_prob_per_token': 0.0978325936974976, 'total_prob_per_char': 1.3460702941619762, 'uncond_correct_prob': 6.220937663019032e-05, 'uncond_correct_prob_per_token': 0.006429868656967093, 'uncond_correct_prob_per_char': 0.24766292452393698, 'uncond_total_prob': 0.00017195160478740426, 'norm_correct_prob': 0.30510500058022855, 'norm_correct_prob_per_token': 0.24598126453203653, 'norm_correct_prob_per_char': 0.2527633191598772, 'primary_metric': 0.3482142857142857}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 29,901
|
small aux 2
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.4375, 'predicted_index_per_token': 1.4107142857142858, 'predicted_index_per_char': 1.3928571428571428, 'predicted_index_per_byte': 1.4107142857142858, 'predicted_index_uncond': 1.4821428571428572, 'correct_choice': 1.25, 'acc_raw': 0.2767857142857143, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -27.12110447032111, 'logits_per_token_corr': -4.778574144550208, 'logits_per_char_corr': -1.2493581994822307, 'bits_per_byte_corr': 1.8024428786882736, 'correct_prob': 0.0008105350270758359, 'correct_prob_per_token': 0.020867163728806364, 'correct_prob_per_char': 0.3336439542872351, 'margin': -5.531590297619544e-06, 'margin_per_token': -0.01940447400891815, 'margin_per_char': -0.06946190636504515, 'total_prob': 0.002190493356053813, 'total_prob_per_token': 0.09342123779953271, 'total_prob_per_char': 1.3276828443466935, 'uncond_correct_prob': 3.9825610509751395e-05, 'uncond_correct_prob_per_token': 0.006847556273027645, 'uncond_correct_prob_per_char': 0.25671427763420274, 'uncond_total_prob': 0.00010047394936127744, 'norm_correct_prob': 0.27181921173332696, 'norm_correct_prob_per_token': 0.23449089590611133, 'norm_correct_prob_per_char': 0.2505409879439256, 'primary_metric': 0.2767857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 29,901
|
small aux 3
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.1964285714285714, 'predicted_index_per_token': 1.1964285714285714, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.7589285714285714, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -26.688288839800016, 'logits_per_token_corr': -4.640062407683095, 'logits_per_char_corr': -1.1986362699189093, 'bits_per_byte_corr': 1.7292666024428978, 'correct_prob': 0.001407243947842739, 'correct_prob_per_token': 0.022728537908519187, 'correct_prob_per_char': 0.3433717428611333, 'margin': 9.286366541658394e-05, 'margin_per_token': -0.02074475244609465, 'margin_per_char': -0.05865144856110199, 'total_prob': 0.003411498122988544, 'total_prob_per_token': 0.10117980985511456, 'total_prob_per_char': 1.358288873458952, 'uncond_correct_prob': 8.416787887706116e-05, 'uncond_correct_prob_per_token': 0.006344710195682301, 'uncond_correct_prob_per_char': 0.2465164126369797, 'uncond_total_prob': 0.00021983057834817164, 'norm_correct_prob': 0.30994290464201185, 'norm_correct_prob_per_token': 0.24338761299949763, 'norm_correct_prob_per_char': 0.25175997784391724, 'primary_metric': 0.3125}
|
90M
|
FineWeb-Pro
|
mmlu_machine_learning
| 29,901
|
default
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.125, 'predicted_index_per_token': 1.1696428571428572, 'predicted_index_per_char': 1.4464285714285714, 'predicted_index_per_byte': 1.8392857142857142, 'predicted_index_uncond': 0.9017857142857143, 'correct_choice': 1.25, 'acc_raw': 0.3392857142857143, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.1875, 'acc_uncond': 0.30357142857142855, 'no_answer': 0.0, 'sum_logits_corr': -26.61432427487203, 'logits_per_token_corr': -4.637138244393811, 'logits_per_char_corr': -1.20177799692652, 'logits_per_byte_corr': 1.7337991564166078, 'correct_prob': 0.0029110166352820954, 'correct_prob_per_token': 0.023180303604513366, 'correct_prob_per_char': 0.3452461427407477, 'margin': 0.0010569833463237946, 'margin_per_token': -0.018405323745977094, 'margin_per_char': -0.05192867491802552, 'total_prob': 0.006151750009788801, 'total_prob_per_token': 0.09902936131496125, 'total_prob_per_char': 1.3597435445825066, 'uncond_correct_prob': 7.049810596829595e-05, 'uncond_correct_prob_per_token': 0.00639138995081514, 'uncond_correct_prob_per_char': 0.2479881425390544, 'uncond_total_prob': 0.0001970930140978514, 'norm_correct_prob': 0.3077601894284211, 'norm_correct_prob_per_token': 0.2474810902071436, 'norm_correct_prob_per_char': 0.25319046424025465, 'primary_metric': 0.3392857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 0
|
small aux 2
|
5xC
| 0
| 0
|
{'predicted_index_raw': 1.6213592233009708, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.4368932038834952, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.21359223300970873, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.1941747572815534, 'no_answer': 0.0, 'sum_logits_corr': -48.608968725482235, 'logits_per_token_corr': -10.93330758098394, 'logits_per_char_corr': -1.9835666824042524, 'bits_per_byte_corr': 2.861681815979244, 'correct_prob': 1.4940613251717927e-06, 'correct_prob_per_token': 1.8589264196652383e-05, 'correct_prob_per_char': 0.16453541655260964, 'margin': -2.440640653577373e-06, 'margin_per_token': -4.409132787171823e-06, 'margin_per_char': -0.0620071995373201, 'total_prob': 6.743736767489071e-06, 'total_prob_per_token': 7.446132369846817e-05, 'total_prob_per_char': 0.6728254354065719, 'uncond_correct_prob': 1.9884170927163074e-06, 'uncond_correct_prob_per_token': 1.840889602602774e-05, 'uncond_correct_prob_per_char': 0.16422642174102464, 'uncond_total_prob': 7.538036405872024e-06, 'norm_correct_prob': 0.22914134364866054, 'norm_correct_prob_per_token': 0.2484665100626569, 'norm_correct_prob_per_char': 0.2526001450799317, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 0
|
small aux 3
|
5xC
| 0
| 0
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.4368932038834952, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.4563106796116505, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.20388349514563106, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.30097087378640774, 'acc_uncond': 0.21359223300970873, 'no_answer': 0.0, 'sum_logits_corr': -48.977936892833526, 'logits_per_token_corr': -10.993913712987597, 'logits_per_char_corr': -1.997714892847701, 'bits_per_byte_corr': 2.8820933690234747, 'correct_prob': 1.902718915868135e-06, 'correct_prob_per_token': 1.7695946176462107e-05, 'correct_prob_per_char': 0.16340549987180594, 'margin': -1.5427039888408118e-06, 'margin_per_token': -4.133188470829605e-06, 'margin_per_char': -0.06359879760689774, 'total_prob': 6.484782934325313e-06, 'total_prob_per_token': 7.184592860603986e-05, 'total_prob_per_char': 0.6695690719791537, 'uncond_correct_prob': 1.6566614617146307e-06, 'uncond_correct_prob_per_token': 1.8795634590906487e-05, 'uncond_correct_prob_per_char': 0.16500316094758435, 'uncond_total_prob': 5.850048869754575e-06, 'norm_correct_prob': 0.2351684294090019, 'norm_correct_prob_per_token': 0.24381512326128796, 'norm_correct_prob_per_char': 0.2510795530974511, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 0
|
default
|
5xC
| 0
| 0
|
{'predicted_index_raw': 1.6116504854368932, 'predicted_index_per_token': 1.6504854368932038, 'predicted_index_per_char': 1.4951456310679612, 'predicted_index_per_byte': 1.5048543689320388, 'predicted_index_uncond': 1.4757281553398058, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.21359223300970873, 'no_answer': 0.0, 'sum_logits_corr': -48.49852754537341, 'logits_per_token_corr': -10.883054284800611, 'logits_per_char_corr': -1.9779956320276222, 'logits_per_byte_corr': 2.8536444892283312, 'correct_prob': 1.9092730169295314e-06, 'correct_prob_per_token': 1.9419393963701463e-05, 'correct_prob_per_char': 0.16616224716872877, 'margin': -2.37435376262275e-06, 'margin_per_token': -4.276684090617119e-06, 'margin_per_char': -0.06193391588189311, 'total_prob': 7.406496542046574e-06, 'total_prob_per_token': 7.72429320561985e-05, 'total_prob_per_char': 0.6766308984174522, 'uncond_correct_prob': 2.16896001684231e-06, 'uncond_correct_prob_per_token': 2.0172572870619444e-05, 'uncond_correct_prob_per_char': 0.16685764391339628, 'uncond_total_prob': 7.0369775317105425e-06, 'norm_correct_prob': 0.23524558791163594, 'norm_correct_prob_per_token': 0.25161956715727113, 'norm_correct_prob_per_char': 0.25216052774902953, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 1,250
|
small aux 2
|
5xC
| 409,600,000
| 240,713,662,464,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.4660194174757282, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.5728155339805825, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -22.667937195416794, 'logits_per_token_corr': -5.873182471527084, 'logits_per_char_corr': -1.0197875680676598, 'bits_per_byte_corr': 1.4712424672124862, 'correct_prob': 5.3854018986171315e-05, 'correct_prob_per_token': 0.009531629711836036, 'correct_prob_per_char': 0.3839782893561267, 'margin': -5.4020764729823494e-05, 'margin_per_token': -0.005656351948523399, 'margin_per_char': -0.06688578271754572, 'total_prob': 0.00019058775090043692, 'total_prob_per_token': 0.031982048716963946, 'total_prob_per_char': 1.523445879268101, 'uncond_correct_prob': 2.5614576929096132e-06, 'uncond_correct_prob_per_token': 0.003938954437418027, 'uncond_correct_prob_per_char': 0.31529913387969294, 'uncond_total_prob': 0.00012384878256453045, 'norm_correct_prob': 0.22501346254226828, 'norm_correct_prob_per_token': 0.2771849155278771, 'norm_correct_prob_per_char': 0.2562431660749849, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 1,250
|
small aux 3
|
5xC
| 409,600,000
| 240,713,662,464,000,000
|
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.5825242718446602, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.5048543689320388, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -22.898985395153748, 'logits_per_token_corr': -5.9483569985723035, 'logits_per_char_corr': -1.0257036091399803, 'bits_per_byte_corr': 1.4797775103292246, 'correct_prob': 6.537737990941787e-05, 'correct_prob_per_token': 0.009276467600392574, 'correct_prob_per_char': 0.3808140508548673, 'margin': -1.8570194261914104e-05, 'margin_per_token': -0.004567657082216168, 'margin_per_char': -0.06006812365081214, 'total_prob': 0.00016698232242025782, 'total_prob_per_token': 0.029960334218819093, 'total_prob_per_char': 1.4961620023042808, 'uncond_correct_prob': 3.0094434047065697e-06, 'uncond_correct_prob_per_token': 0.0033932107052028807, 'uncond_correct_prob_per_char': 0.31494433263875155, 'uncond_total_prob': 0.00011167412156713075, 'norm_correct_prob': 0.24626016423756217, 'norm_correct_prob_per_token': 0.2972945381665141, 'norm_correct_prob_per_char': 0.25865686774675956, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 1,250
|
default
|
5xC
| 409,600,000
| 240,713,662,464,000,000
|
{'predicted_index_raw': 1.5242718446601942, 'predicted_index_per_token': 1.3689320388349515, 'predicted_index_per_char': 1.5339805825242718, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.4466019417475728, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.27184466019417475, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -23.20866515798476, 'logits_per_token_corr': -6.064886776681421, 'logits_per_char_corr': -1.058925228777564, 'logits_per_byte_corr': 1.5277061762307003, 'correct_prob': 1.4701706377183753e-05, 'correct_prob_per_token': 0.008904135652381167, 'correct_prob_per_char': 0.3753355045493517, 'margin': -7.736353995547365e-05, 'margin_per_token': -0.004982959748455018, 'margin_per_char': -0.06661449638465856, 'total_prob': 0.00013048719182719122, 'total_prob_per_token': 0.03055152584598033, 'total_prob_per_char': 1.503134583815598, 'uncond_correct_prob': 1.776475982939983e-06, 'uncond_correct_prob_per_token': 0.00448934174255082, 'uncond_correct_prob_per_char': 0.3224106612986591, 'uncond_total_prob': 4.238563118838589e-05, 'norm_correct_prob': 0.21419782178513064, 'norm_correct_prob_per_token': 0.27732347551631154, 'norm_correct_prob_per_char': 0.2533103564432527, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 2,500
|
small aux 2
|
5xC
| 819,200,000
| 481,427,324,928,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4368932038834952, 'predicted_index_per_char': 1.6116504854368932, 'predicted_index_per_byte': 1.6116504854368932, 'predicted_index_uncond': 1.3689320388349515, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.2815533980582524, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -21.41880554828829, 'logits_per_token_corr': -5.5061550759064595, 'logits_per_char_corr': -0.9562878762418372, 'bits_per_byte_corr': 1.3796317767173283, 'correct_prob': 0.00014686683382148435, 'correct_prob_per_token': 0.012005257262631568, 'correct_prob_per_char': 0.40672023814183084, 'margin': -1.8046744638218043e-05, 'margin_per_token': -0.007667689256772544, 'margin_per_char': -0.06175675965785756, 'total_prob': 0.0003546322328692361, 'total_prob_per_token': 0.04160309915422111, 'total_prob_per_char': 1.600860399857643, 'uncond_correct_prob': 2.7407871259661917e-06, 'uncond_correct_prob_per_token': 0.005414829567777573, 'uncond_correct_prob_per_char': 0.3278090937989497, 'uncond_total_prob': 4.114755515556218e-05, 'norm_correct_prob': 0.22610898860381823, 'norm_correct_prob_per_token': 0.2819669177012605, 'norm_correct_prob_per_char': 0.25757309735819567, 'primary_metric': 0.20388349514563106}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 2,500
|
small aux 3
|
5xC
| 819,200,000
| 481,427,324,928,000,000
|
{'predicted_index_raw': 1.4077669902912622, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.5048543689320388, 'predicted_index_per_byte': 1.5048543689320388, 'predicted_index_uncond': 1.4077669902912622, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.3106796116504854, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -21.8084188711296, 'logits_per_token_corr': -5.7023490199315585, 'logits_per_char_corr': -0.9860856015582578, 'bits_per_byte_corr': 1.422620807261131, 'correct_prob': 4.87632665871622e-05, 'correct_prob_per_token': 0.010741305694170696, 'correct_prob_per_char': 0.39510792189135097, 'margin': -0.00010815089103615736, 'margin_per_token': -0.006059494598137516, 'margin_per_char': -0.060918398662030054, 'total_prob': 0.00023843352664303178, 'total_prob_per_token': 0.03703285513418891, 'total_prob_per_char': 1.5700252497012142, 'uncond_correct_prob': 2.1967339687706742e-06, 'uncond_correct_prob_per_token': 0.005061936760589058, 'uncond_correct_prob_per_char': 0.3296485599879145, 'uncond_total_prob': 6.976935725479079e-05, 'norm_correct_prob': 0.22861138454636357, 'norm_correct_prob_per_token': 0.2878472956710522, 'norm_correct_prob_per_char': 0.2564713950250587, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 2,500
|
default
|
5xC
| 819,200,000
| 481,427,324,928,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.3883495145631068, 'predicted_index_per_byte': 1.6504854368932038, 'predicted_index_uncond': 1.3786407766990292, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.2524271844660194, 'acc_per_byte': 0.24271844660194175, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -21.46016938478044, 'logits_per_token_corr': -5.525718671440624, 'logits_per_char_corr': -0.9579173325159187, 'logits_per_byte_corr': 1.3819825852032932, 'correct_prob': 9.78015046774027e-05, 'correct_prob_per_token': 0.01191906255626796, 'correct_prob_per_char': 0.4074334503936435, 'margin': -0.00019849359075705387, 'margin_per_token': -0.008694321884286621, 'margin_per_char': -0.06315798109693574, 'total_prob': 0.0004979999014428343, 'total_prob_per_token': 0.04320956108364849, 'total_prob_per_char': 1.6141142645456255, 'uncond_correct_prob': 4.324661161938265e-06, 'uncond_correct_prob_per_token': 0.005435990991116589, 'uncond_correct_prob_per_char': 0.3360764088717351, 'uncond_total_prob': 5.232606976594584e-05, 'norm_correct_prob': 0.22089790265705614, 'norm_correct_prob_per_token': 0.2876798308940965, 'norm_correct_prob_per_char': 0.2564317369771718, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 3,750
|
small aux 2
|
5xC
| 1,228,800,000
| 722,140,987,392,000,000
|
{'predicted_index_raw': 1.5631067961165048, 'predicted_index_per_token': 1.5728155339805825, 'predicted_index_per_char': 1.4854368932038835, 'predicted_index_per_byte': 1.4854368932038835, 'predicted_index_uncond': 1.3106796116504855, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -21.091877279929744, 'logits_per_token_corr': -5.48528117789301, 'logits_per_char_corr': -0.9484805508446467, 'bits_per_byte_corr': 1.3683681870841873, 'correct_prob': 8.858579338129624e-05, 'correct_prob_per_token': 0.013278966263095578, 'correct_prob_per_char': 0.4109918652865769, 'margin': -0.00017064737486529593, 'margin_per_token': -0.009017787188203731, 'margin_per_char': -0.0690510130800005, 'total_prob': 0.00040665883310686855, 'total_prob_per_token': 0.04752545674255535, 'total_prob_per_char': 1.6309745241761389, 'uncond_correct_prob': 5.300169165142267e-06, 'uncond_correct_prob_per_token': 0.006083956885054626, 'uncond_correct_prob_per_char': 0.33850869101049536, 'uncond_total_prob': 5.251769527742928e-05, 'norm_correct_prob': 0.23363549614213208, 'norm_correct_prob_per_token': 0.2845515737667858, 'norm_correct_prob_per_char': 0.25560826103870243, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 3,750
|
small aux 3
|
5xC
| 1,228,800,000
| 722,140,987,392,000,000
|
{'predicted_index_raw': 1.5436893203883495, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.5242718446601942, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.2524271844660194, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -20.9170150016118, 'logits_per_token_corr': -5.437440711661106, 'logits_per_char_corr': -0.9390905753046168, 'bits_per_byte_corr': 1.3548213159385079, 'correct_prob': 7.305857025000267e-05, 'correct_prob_per_token': 0.012619376431564442, 'correct_prob_per_char': 0.41240102469364975, 'margin': -0.0002302035565937939, 'margin_per_token': -0.007666549006502467, 'margin_per_char': -0.06396665841485968, 'total_prob': 0.00043495473116751026, 'total_prob_per_token': 0.044660480765506716, 'total_prob_per_char': 1.6357164678605773, 'uncond_correct_prob': 2.563557692301821e-06, 'uncond_correct_prob_per_token': 0.005618381181412285, 'uncond_correct_prob_per_char': 0.3426195651036728, 'uncond_total_prob': 3.379317880375764e-05, 'norm_correct_prob': 0.21977366580962981, 'norm_correct_prob_per_token': 0.2963798958959536, 'norm_correct_prob_per_char': 0.25680537401508496, 'primary_metric': 0.21359223300970873}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 3,750
|
default
|
5xC
| 1,228,800,000
| 722,140,987,392,000,000
|
{'predicted_index_raw': 1.4077669902912622, 'predicted_index_per_token': 1.4368932038834952, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.5825242718446602, 'predicted_index_uncond': 1.3689320388349515, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -20.82961943543073, 'logits_per_token_corr': -5.299494937951807, 'logits_per_char_corr': -0.922886982181971, 'logits_per_byte_corr': 1.331444472495867, 'correct_prob': 0.00010895115707814007, 'correct_prob_per_token': 0.012877360167851279, 'correct_prob_per_char': 0.4199641832170005, 'margin': -0.0002111261600608268, 'margin_per_token': -0.010550877142576211, 'margin_per_char': -0.059828313609340246, 'total_prob': 0.0005346887397602466, 'total_prob_per_token': 0.04880676209979519, 'total_prob_per_char': 1.6569685524040019, 'uncond_correct_prob': 2.1078995027924953e-06, 'uncond_correct_prob_per_token': 0.005444613329124702, 'uncond_correct_prob_per_char': 0.3322691742238269, 'uncond_total_prob': 4.7908739975637856e-05, 'norm_correct_prob': 0.24153751979865135, 'norm_correct_prob_per_token': 0.2886165727898638, 'norm_correct_prob_per_char': 0.256707399012833, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 6,250
|
small aux 2
|
5xC
| 2,048,000,000
| 1,203,568,312,320,000,000
|
{'predicted_index_raw': 1.5242718446601942, 'predicted_index_per_token': 1.4854368932038835, 'predicted_index_per_char': 1.4077669902912622, 'predicted_index_per_byte': 1.4077669902912622, 'predicted_index_uncond': 1.5825242718446602, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -20.523911596501915, 'logits_per_token_corr': -5.296821323103532, 'logits_per_char_corr': -0.9170584579450287, 'bits_per_byte_corr': 1.3230356894835236, 'correct_prob': 0.00010571519614900279, 'correct_prob_per_token': 0.014478709520509498, 'correct_prob_per_char': 0.4218160124269684, 'margin': -0.000385754727108775, 'margin_per_token': -0.01214412604365869, 'margin_per_char': -0.06446439601116079, 'total_prob': 0.0006947219924341848, 'total_prob_per_token': 0.054487280379675956, 'total_prob_per_char': 1.6795137656118604, 'uncond_correct_prob': 2.224011080068462e-06, 'uncond_correct_prob_per_token': 0.005284942824354145, 'uncond_correct_prob_per_char': 0.3270221344547961, 'uncond_total_prob': 3.384950102693246e-05, 'norm_correct_prob': 0.23104685748369888, 'norm_correct_prob_per_token': 0.28369727417669754, 'norm_correct_prob_per_char': 0.25559216999253326, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 6,250
|
small aux 3
|
5xC
| 2,048,000,000
| 1,203,568,312,320,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.3786407766990292, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.36893203883495146, 'acc_per_byte': 0.36893203883495146, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -20.21187823027083, 'logits_per_token_corr': -5.166595505511001, 'logits_per_char_corr': -0.9002638006958544, 'bits_per_byte_corr': 1.298806120756692, 'correct_prob': 0.00014505443511656491, 'correct_prob_per_token': 0.014758629680115789, 'correct_prob_per_char': 0.42890185952948234, 'margin': -0.00041490765979805517, 'margin_per_token': -0.011937776696831213, 'margin_per_char': -0.06379800155842813, 'total_prob': 0.0007955275061351958, 'total_prob_per_token': 0.05658639882065245, 'total_prob_per_char': 1.690790059073427, 'uncond_correct_prob': 2.181482303520707e-06, 'uncond_correct_prob_per_token': 0.005757739151445386, 'uncond_correct_prob_per_char': 0.33518070317088083, 'uncond_total_prob': 4.571104196528772e-05, 'norm_correct_prob': 0.25419839051339893, 'norm_correct_prob_per_token': 0.2986068159258253, 'norm_correct_prob_per_char': 0.2593018260051873, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 6,250
|
default
|
5xC
| 2,048,000,000
| 1,203,568,312,320,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.5922330097087378, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.6796116504854368, 'predicted_index_uncond': 1.3786407766990292, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -20.426696467168124, 'logits_per_token_corr': -5.187444743740202, 'logits_per_char_corr': -0.9073596612728663, 'logits_per_byte_corr': 1.3090432836219943, 'correct_prob': 0.00020274815957022825, 'correct_prob_per_token': 0.015318809303198701, 'correct_prob_per_char': 0.4283068836832236, 'margin': -0.00043660538374137777, 'margin_per_token': -0.010422882938024298, 'margin_per_char': -0.06466717203672132, 'total_prob': 0.0009904553256668224, 'total_prob_per_token': 0.05629388551072342, 'total_prob_per_char': 1.6996077237003029, 'uncond_correct_prob': 2.7582280512404205e-06, 'uncond_correct_prob_per_token': 0.005636537333521448, 'uncond_correct_prob_per_char': 0.337438633194463, 'uncond_total_prob': 4.429678055135285e-05, 'norm_correct_prob': 0.23665091537642782, 'norm_correct_prob_per_token': 0.2867963702183895, 'norm_correct_prob_per_char': 0.25509058015118824, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 7,500
|
small aux 2
|
5xC
| 2,457,600,000
| 1,444,281,974,784,000,000
|
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.4951456310679612, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.4660194174757282, 'predicted_index_uncond': 1.4660194174757282, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.3592233009708738, 'no_answer': 0.0, 'sum_logits_corr': -20.35858414474043, 'logits_per_token_corr': -5.256555251544868, 'logits_per_char_corr': -0.9068739940955942, 'bits_per_byte_corr': 1.3083426139938208, 'correct_prob': 0.000121097532210924, 'correct_prob_per_token': 0.01596104527170999, 'correct_prob_per_char': 0.4263266926895475, 'margin': -0.00032489532768296834, 'margin_per_token': -0.011407475991655317, 'margin_per_char': -0.06383049824991958, 'total_prob': 0.0006469113161156761, 'total_prob_per_token': 0.05796135392122636, 'total_prob_per_char': 1.689404541302733, 'uncond_correct_prob': 2.641389865830262e-06, 'uncond_correct_prob_per_token': 0.005800667802232496, 'uncond_correct_prob_per_char': 0.3348498864586125, 'uncond_total_prob': 3.2775284891716626e-05, 'norm_correct_prob': 0.23492145082042096, 'norm_correct_prob_per_token': 0.2949135266455015, 'norm_correct_prob_per_char': 0.25610351419052696, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 7,500
|
small aux 3
|
5xC
| 2,457,600,000
| 1,444,281,974,784,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.3592233009708738, 'predicted_index_per_char': 1.5048543689320388, 'predicted_index_per_byte': 1.5048543689320388, 'predicted_index_uncond': 1.6019417475728155, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.34951456310679613, 'acc_uncond': 0.3592233009708738, 'no_answer': 0.0, 'sum_logits_corr': -19.54004829832651, 'logits_per_token_corr': -4.995266444744943, 'logits_per_char_corr': -0.8641287472019643, 'bits_per_byte_corr': 1.246674258278762, 'correct_prob': 0.0001902421379427433, 'correct_prob_per_token': 0.017493548878322884, 'correct_prob_per_char': 0.44145308450496284, 'margin': -0.0004749145521975952, 'margin_per_token': -0.013174931530871873, 'margin_per_char': -0.06283753854569446, 'total_prob': 0.0010118792445795452, 'total_prob_per_token': 0.06403656852409374, 'total_prob_per_char': 1.734799272169953, 'uncond_correct_prob': 2.9741698402595852e-06, 'uncond_correct_prob_per_token': 0.005351082067923225, 'uncond_correct_prob_per_char': 0.33670845479731987, 'uncond_total_prob': 0.00013503592020222387, 'norm_correct_prob': 0.2458910141948156, 'norm_correct_prob_per_token': 0.2979831399779675, 'norm_correct_prob_per_char': 0.26031320435243216, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 7,500
|
default
|
5xC
| 2,457,600,000
| 1,444,281,974,784,000,000
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.4466019417475728, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.6504854368932038, 'predicted_index_uncond': 1.4466019417475728, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -19.709438370269478, 'logits_per_token_corr': -5.015685923110229, 'logits_per_char_corr': -0.8679330467592538, 'logits_per_byte_corr': 1.2521627023841237, 'correct_prob': 0.00016228464212099573, 'correct_prob_per_token': 0.016349752984914975, 'correct_prob_per_char': 0.4398532373762243, 'margin': -0.0003487802643568267, 'margin_per_token': -0.014014155132613552, 'margin_per_char': -0.06233466654456382, 'total_prob': 0.0008159374564124216, 'total_prob_per_token': 0.06384647276618287, 'total_prob_per_char': 1.7401219224051883, 'uncond_correct_prob': 3.1038286966468343e-06, 'uncond_correct_prob_per_token': 0.006238402659443494, 'uncond_correct_prob_per_char': 0.34480382506273893, 'uncond_total_prob': 7.255369114344501e-05, 'norm_correct_prob': 0.24624009610501973, 'norm_correct_prob_per_token': 0.28746970623370277, 'norm_correct_prob_per_char': 0.2571710583905537, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 8,750
|
small aux 2
|
5xC
| 2,867,200,000
| 1,684,995,637,248,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.4368932038834952, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.4563106796116505, 'predicted_index_uncond': 1.5145631067961165, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -20.176534171243315, 'logits_per_token_corr': -5.132471531779427, 'logits_per_char_corr': -0.8940085773141114, 'bits_per_byte_corr': 1.2897817410041925, 'correct_prob': 0.0002277083490270998, 'correct_prob_per_token': 0.015843866306722545, 'correct_prob_per_char': 0.4327351406097552, 'margin': -0.0003282173771114905, 'margin_per_token': -0.015563541721270023, 'margin_per_char': -0.06904797878262126, 'total_prob': 0.0009613337592372284, 'total_prob_per_token': 0.0632514439181106, 'total_prob_per_char': 1.7293154624149425, 'uncond_correct_prob': 3.666644243102298e-06, 'uncond_correct_prob_per_token': 0.006275668959971704, 'uncond_correct_prob_per_char': 0.346111993953212, 'uncond_total_prob': 5.265709556538392e-05, 'norm_correct_prob': 0.2519528008908416, 'norm_correct_prob_per_token': 0.28180162138307585, 'norm_correct_prob_per_char': 0.2552433333893355, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 8,750
|
small aux 3
|
5xC
| 2,867,200,000
| 1,684,995,637,248,000,000
|
{'predicted_index_raw': 1.5145631067961165, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.6310679611650485, 'predicted_index_per_byte': 1.6310679611650485, 'predicted_index_uncond': 1.4854368932038835, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.3106796116504854, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -19.745928315283024, 'logits_per_token_corr': -5.0925765089631065, 'logits_per_char_corr': -0.8810734005031063, 'bits_per_byte_corr': 1.2711202255659204, 'correct_prob': 0.00015453825978237513, 'correct_prob_per_token': 0.01589321484376353, 'correct_prob_per_char': 0.4353721317172449, 'margin': -0.0004093065451878541, 'margin_per_token': -0.012370055948662867, 'margin_per_char': -0.061563563286381615, 'total_prob': 0.0008113404807612785, 'total_prob_per_token': 0.05959444062933642, 'total_prob_per_char': 1.7186070910878661, 'uncond_correct_prob': 4.6911585753737646e-06, 'uncond_correct_prob_per_token': 0.006011938644287556, 'uncond_correct_prob_per_char': 0.343112087788849, 'uncond_total_prob': 4.209367585399416e-05, 'norm_correct_prob': 0.25573299300195207, 'norm_correct_prob_per_token': 0.29912589568812853, 'norm_correct_prob_per_char': 0.258299094646714, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 8,750
|
default
|
5xC
| 2,867,200,000
| 1,684,995,637,248,000,000
|
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.4660194174757282, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.6116504854368932, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -19.848715036818124, 'logits_per_token_corr': -5.112344406880451, 'logits_per_char_corr': -0.8876381913714148, 'logits_per_byte_corr': 1.2805912167961084, 'correct_prob': 0.00011329324653020196, 'correct_prob_per_token': 0.015562653810270055, 'correct_prob_per_char': 0.4338379227706403, 'margin': -0.00036848430622771303, 'margin_per_token': -0.01103823810838948, 'margin_per_char': -0.060877333226803144, 'total_prob': 0.0007711168047567342, 'total_prob_per_token': 0.0570676380413906, 'total_prob_per_char': 1.7088139106008609, 'uncond_correct_prob': 3.4292691522168606e-06, 'uncond_correct_prob_per_token': 0.006552351251812246, 'uncond_correct_prob_per_char': 0.3446859930067736, 'uncond_total_prob': 6.956870183492349e-05, 'norm_correct_prob': 0.24657911887338924, 'norm_correct_prob_per_token': 0.29710450818704326, 'norm_correct_prob_per_char': 0.2570434198630877, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 10,000
|
small aux 2
|
5xC
| 3,276,800,000
| 1,925,709,299,712,000,000
|
{'predicted_index_raw': 1.3592233009708738, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.3495145631067962, 'predicted_index_per_byte': 1.3495145631067962, 'predicted_index_uncond': 1.3398058252427185, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -19.662508455295008, 'logits_per_token_corr': -5.024028030615823, 'logits_per_char_corr': -0.86462074922871, 'bits_per_byte_corr': 1.2473840671628564, 'correct_prob': 0.0002534401681286183, 'correct_prob_per_token': 0.018147377753794037, 'correct_prob_per_char': 0.44287033515712354, 'margin': -0.0006196108253730849, 'margin_per_token': -0.017364056042345484, 'margin_per_char': -0.06515264400724538, 'total_prob': 0.0014110836365986781, 'total_prob_per_token': 0.07209379448993312, 'total_prob_per_char': 1.7489296842255915, 'uncond_correct_prob': 4.144088364683827e-06, 'uncond_correct_prob_per_token': 0.005881605823716653, 'uncond_correct_prob_per_char': 0.3454874051832655, 'uncond_total_prob': 8.455960200288914e-05, 'norm_correct_prob': 0.24823097918615356, 'norm_correct_prob_per_token': 0.28875340103942787, 'norm_correct_prob_per_char': 0.2576925452106983, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 10,000
|
small aux 3
|
5xC
| 3,276,800,000
| 1,925,709,299,712,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.4660194174757282, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.3592233009708738, 'acc_per_byte': 0.3592233009708738, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -19.24322475044473, 'logits_per_token_corr': -4.984069369704876, 'logits_per_char_corr': -0.862307127189698, 'bits_per_byte_corr': 1.2440462161206798, 'correct_prob': 0.0002106061044975383, 'correct_prob_per_token': 0.018337786638911936, 'correct_prob_per_char': 0.44391346858045067, 'margin': -0.0004111258097746096, 'margin_per_token': -0.014012416983569797, 'margin_per_char': -0.06225447983025748, 'total_prob': 0.0009476222040757154, 'total_prob_per_token': 0.06873770201131342, 'total_prob_per_char': 1.74837748514625, 'uncond_correct_prob': 5.856000444007937e-06, 'uncond_correct_prob_per_token': 0.007181112327507128, 'uncond_correct_prob_per_char': 0.3533101740960317, 'uncond_total_prob': 7.561168657766891e-05, 'norm_correct_prob': 0.2441932721584848, 'norm_correct_prob_per_token': 0.2970742234544387, 'norm_correct_prob_per_char': 0.2598003394287439, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 10,000
|
default
|
5xC
| 3,276,800,000
| 1,925,709,299,712,000,000
|
{'predicted_index_raw': 1.5533980582524272, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5631067961165048, 'predicted_index_per_byte': 1.6893203883495145, 'predicted_index_uncond': 1.5922330097087378, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.33980582524271846, 'no_answer': 0.0, 'sum_logits_corr': -20.027099317717322, 'logits_per_token_corr': -5.0817684167202195, 'logits_per_char_corr': -0.8796122731036923, 'logits_per_byte_corr': 1.269012264312677, 'correct_prob': 0.00017298691770980797, 'correct_prob_per_token': 0.016430317209076735, 'correct_prob_per_char': 0.4358798482609115, 'margin': -0.00042495969551022974, 'margin_per_token': -0.011008216009226645, 'margin_per_char': -0.06275899120717957, 'total_prob': 0.0009440199638669731, 'total_prob_per_token': 0.05969943124776023, 'total_prob_per_char': 1.7280625715989695, 'uncond_correct_prob': 2.017206684148442e-06, 'uncond_correct_prob_per_token': 0.006222143861507049, 'uncond_correct_prob_per_char': 0.33409121048266094, 'uncond_total_prob': 5.018293158291039e-05, 'norm_correct_prob': 0.22570478149919168, 'norm_correct_prob_per_token': 0.289625601001271, 'norm_correct_prob_per_char': 0.2553338175035679, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 11,250
|
small aux 2
|
5xC
| 3,686,400,000
| 2,166,422,962,176,000,000
|
{'predicted_index_raw': 1.3592233009708738, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.4563106796116505, 'predicted_index_uncond': 1.3786407766990292, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.33980582524271846, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -20.113459378770255, 'logits_per_token_corr': -5.212585864324893, 'logits_per_char_corr': -0.8970638467515233, 'bits_per_byte_corr': 1.2941895630701292, 'correct_prob': 0.00020585489841532632, 'correct_prob_per_token': 0.016915540149575716, 'correct_prob_per_char': 0.43035741563891083, 'margin': -0.0005114818358172857, 'margin_per_token': -0.015699470242956013, 'margin_per_char': -0.07316363752256293, 'total_prob': 0.0011461763817707978, 'total_prob_per_token': 0.06860898901661378, 'total_prob_per_char': 1.7195780848125366, 'uncond_correct_prob': 2.5532730216139456e-06, 'uncond_correct_prob_per_token': 0.006042476659318171, 'uncond_correct_prob_per_char': 0.3380740567398689, 'uncond_total_prob': 2.3265677693953037e-05, 'norm_correct_prob': 0.20914453184577028, 'norm_correct_prob_per_token': 0.2863818185626564, 'norm_correct_prob_per_char': 0.2551753474219957, 'primary_metric': 0.21359223300970873}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 11,250
|
small aux 3
|
5xC
| 3,686,400,000
| 2,166,422,962,176,000,000
|
{'predicted_index_raw': 1.5145631067961165, 'predicted_index_per_token': 1.3980582524271845, 'predicted_index_per_char': 1.5533980582524272, 'predicted_index_per_byte': 1.5533980582524272, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.3300970873786408, 'acc_per_byte': 0.3300970873786408, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -19.933657423963826, 'logits_per_token_corr': -5.171427721960107, 'logits_per_char_corr': -0.8908352734573804, 'bits_per_byte_corr': 1.2852036312668496, 'correct_prob': 0.00012608811887944663, 'correct_prob_per_token': 0.014901295049616051, 'correct_prob_per_char': 0.4296254914552375, 'margin': -0.00018458504555637304, 'margin_per_token': -0.013112369809007835, 'margin_per_char': -0.0620730536622706, 'total_prob': 0.0005025909354030013, 'total_prob_per_token': 0.05737023715769684, 'total_prob_per_char': 1.7058477797221425, 'uncond_correct_prob': 3.843134467030554e-06, 'uncond_correct_prob_per_token': 0.006549190153655714, 'uncond_correct_prob_per_char': 0.3447406990151353, 'uncond_total_prob': 4.755326792092364e-05, 'norm_correct_prob': 0.2318083169156971, 'norm_correct_prob_per_token': 0.2867918047077744, 'norm_correct_prob_per_char': 0.25702079794398447, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 11,250
|
default
|
5xC
| 3,686,400,000
| 2,166,422,962,176,000,000
|
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.5048543689320388, 'predicted_index_per_byte': 1.6504854368932038, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2912621359223301, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -19.703497210752616, 'logits_per_token_corr': -5.041140041816303, 'logits_per_char_corr': -0.8742831069685106, 'logits_per_byte_corr': 1.2613239027573717, 'correct_prob': 0.00020463058143266736, 'correct_prob_per_token': 0.01671129719666557, 'correct_prob_per_char': 0.43884912648455526, 'margin': -0.0004988130533048487, 'margin_per_token': -0.013041760280239945, 'margin_per_char': -0.06258126061801525, 'total_prob': 0.0010386471909424998, 'total_prob_per_token': 0.06295162417978843, 'total_prob_per_char': 1.7339439114931317, 'uncond_correct_prob': 1.7644029933684383e-06, 'uncond_correct_prob_per_token': 0.005327254828085147, 'uncond_correct_prob_per_char': 0.3297339026860009, 'uncond_total_prob': 1.3780712961170621e-05, 'norm_correct_prob': 0.25902518535974217, 'norm_correct_prob_per_token': 0.29048859097748453, 'norm_correct_prob_per_char': 0.2569638469495838, 'primary_metric': 0.2912621359223301}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 12,500
|
small aux 2
|
5xC
| 4,096,000,000
| 2,407,136,624,640,000,000
|
{'predicted_index_raw': 1.5145631067961165, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.3592233009708738, 'predicted_index_per_byte': 1.3592233009708738, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -19.74277679202626, 'logits_per_token_corr': -5.086985370326178, 'logits_per_char_corr': -0.8768798115039338, 'bits_per_byte_corr': 1.265070155513283, 'correct_prob': 0.0002304556701173432, 'correct_prob_per_token': 0.01759992056675486, 'correct_prob_per_char': 0.4373136996832623, 'margin': -0.0006509819640377586, 'margin_per_token': -0.016357085598260584, 'margin_per_char': -0.07006558404063841, 'total_prob': 0.001324249642001513, 'total_prob_per_token': 0.07041482952320828, 'total_prob_per_char': 1.750786255891119, 'uncond_correct_prob': 2.6678574770894646e-06, 'uncond_correct_prob_per_token': 0.005851640212743194, 'uncond_correct_prob_per_char': 0.33966176079325155, 'uncond_total_prob': 4.073829810664842e-05, 'norm_correct_prob': 0.21364209686536598, 'norm_correct_prob_per_token': 0.26998307479135547, 'norm_correct_prob_per_char': 0.25258641095730094, 'primary_metric': 0.21359223300970873}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 12,500
|
small aux 3
|
5xC
| 4,096,000,000
| 2,407,136,624,640,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.4854368932038835, 'predicted_index_per_byte': 1.4854368932038835, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.30097087378640774, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -19.264073881130773, 'logits_per_token_corr': -4.922909852408348, 'logits_per_char_corr': -0.8566693501031744, 'bits_per_byte_corr': 1.235912623076309, 'correct_prob': 0.0003381526597822626, 'correct_prob_per_token': 0.018629176931529955, 'correct_prob_per_char': 0.44756468167347696, 'margin': -0.0005297023392600071, 'margin_per_token': -0.01386703982760417, 'margin_per_char': -0.06605465163771489, 'total_prob': 0.0013627153539924667, 'total_prob_per_token': 0.07121893817547746, 'total_prob_per_char': 1.7648316424475163, 'uncond_correct_prob': 4.494836519235893e-06, 'uncond_correct_prob_per_token': 0.006519830682419033, 'uncond_correct_prob_per_char': 0.3477064953088139, 'uncond_total_prob': 6.411043246377445e-05, 'norm_correct_prob': 0.2491029494166374, 'norm_correct_prob_per_token': 0.2978369628004692, 'norm_correct_prob_per_char': 0.2582847470028384, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 12,500
|
default
|
5xC
| 4,096,000,000
| 2,407,136,624,640,000,000
|
{'predicted_index_raw': 1.5922330097087378, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.6116504854368932, 'predicted_index_uncond': 1.4854368932038835, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.36893203883495146, 'acc_per_char': 0.3300970873786408, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -19.29846665465716, 'logits_per_token_corr': -4.9803246380601465, 'logits_per_char_corr': -0.8621846451745717, 'logits_per_byte_corr': 1.2438695119248588, 'correct_prob': 0.00016065433229179183, 'correct_prob_per_token': 0.017326040492107776, 'correct_prob_per_char': 0.44333687345679923, 'margin': -0.00035844102625766144, 'margin_per_token': -0.012194723411198946, 'margin_per_char': -0.06088273015958843, 'total_prob': 0.0008815924509234196, 'total_prob_per_token': 0.06434586842553762, 'total_prob_per_char': 1.7506971573900558, 'uncond_correct_prob': 2.8749858417343197e-06, 'uncond_correct_prob_per_token': 0.006554243434506533, 'uncond_correct_prob_per_char': 0.3414427878547075, 'uncond_total_prob': 5.803386281408311e-05, 'norm_correct_prob': 0.2532867442117485, 'norm_correct_prob_per_token': 0.299194204523281, 'norm_correct_prob_per_char': 0.25608261561386786, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 13,750
|
small aux 2
|
5xC
| 4,505,600,000
| 2,647,850,287,104,000,000
|
{'predicted_index_raw': 1.4466019417475728, 'predicted_index_per_token': 1.4368932038834952, 'predicted_index_per_char': 1.4077669902912622, 'predicted_index_per_byte': 1.4077669902912622, 'predicted_index_uncond': 1.3689320388349515, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.33980582524271846, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -19.309776269116448, 'logits_per_token_corr': -4.980287028436961, 'logits_per_char_corr': -0.8627772242577162, 'bits_per_byte_corr': 1.2447244228294467, 'correct_prob': 0.0002371132138929878, 'correct_prob_per_token': 0.019206424989226468, 'correct_prob_per_char': 0.44548100420996056, 'margin': -0.0005495560172961621, 'margin_per_token': -0.01682488225831228, 'margin_per_char': -0.06798379627804954, 'total_prob': 0.0012992765550868155, 'total_prob_per_token': 0.07665435806090139, 'total_prob_per_char': 1.7691462253536436, 'uncond_correct_prob': 4.668473882225557e-06, 'uncond_correct_prob_per_token': 0.007083884677105301, 'uncond_correct_prob_per_char': 0.35620458490584744, 'uncond_total_prob': 4.384492874515465e-05, 'norm_correct_prob': 0.24050276317104288, 'norm_correct_prob_per_token': 0.2815156222807707, 'norm_correct_prob_per_char': 0.2563119506345717, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 13,750
|
small aux 3
|
5xC
| 4,505,600,000
| 2,647,850,287,104,000,000
|
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.3883495145631068, 'predicted_index_per_byte': 1.3883495145631068, 'predicted_index_uncond': 1.6213592233009708, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.36893203883495146, 'no_answer': 0.0, 'sum_logits_corr': -19.079322134406823, 'logits_per_token_corr': -4.885186821791169, 'logits_per_char_corr': -0.8457394929535165, 'bits_per_byte_corr': 1.2201441723688613, 'correct_prob': 0.00023044124997437988, 'correct_prob_per_token': 0.018672926407606948, 'correct_prob_per_char': 0.44962409063906117, 'margin': -0.00039344965665259654, 'margin_per_token': -0.014152544214508999, 'margin_per_char': -0.061870487903635266, 'total_prob': 0.0009738930746751008, 'total_prob_per_token': 0.07086719660092922, 'total_prob_per_char': 1.7679334085709688, 'uncond_correct_prob': 4.0970105684219166e-06, 'uncond_correct_prob_per_token': 0.0061199316171773035, 'uncond_correct_prob_per_char': 0.33773815424328696, 'uncond_total_prob': 5.8777072167442205e-05, 'norm_correct_prob': 0.24254387343000386, 'norm_correct_prob_per_token': 0.29414253579811017, 'norm_correct_prob_per_char': 0.2592533811531354, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 13,750
|
default
|
5xC
| 4,505,600,000
| 2,647,850,287,104,000,000
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.5048543689320388, 'predicted_index_per_byte': 1.6407766990291262, 'predicted_index_uncond': 1.3689320388349515, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.3592233009708738, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -19.64095344821226, 'logits_per_token_corr': -5.006927292634418, 'logits_per_char_corr': -0.8659276534370686, 'logits_per_byte_corr': 1.2492695313831732, 'correct_prob': 0.00019823849778439389, 'correct_prob_per_token': 0.017262991781490353, 'correct_prob_per_char': 0.44215610694504254, 'margin': -0.00028624413099463745, 'margin_per_token': -0.012657045379590197, 'margin_per_char': -0.05710498689968443, 'total_prob': 0.0008226767457211366, 'total_prob_per_token': 0.06562975526268028, 'total_prob_per_char': 1.7440092056529595, 'uncond_correct_prob': 2.4889391545660403e-06, 'uncond_correct_prob_per_token': 0.006063214204770779, 'uncond_correct_prob_per_char': 0.33772310574425013, 'uncond_total_prob': 6.095157701870766e-05, 'norm_correct_prob': 0.24141355279802287, 'norm_correct_prob_per_token': 0.2957461231105986, 'norm_correct_prob_per_char': 0.2572665115537852, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 15,000
|
small aux 2
|
5xC
| 4,915,200,000
| 2,888,563,949,568,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.5922330097087378, 'predicted_index_per_char': 1.3883495145631068, 'predicted_index_per_byte': 1.3883495145631068, 'predicted_index_uncond': 1.4368932038834952, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.30097087378640774, 'acc_uncond': 0.36893203883495146, 'no_answer': 0.0, 'sum_logits_corr': -19.14699900728985, 'logits_per_token_corr': -4.9272747381223825, 'logits_per_char_corr': -0.8471341400823481, 'bits_per_byte_corr': 1.2221562228654184, 'correct_prob': 0.00018043520205925955, 'correct_prob_per_token': 0.0185509302957929, 'correct_prob_per_char': 0.4476211728511568, 'margin': -0.0005708642468828936, 'margin_per_token': -0.017798558063760628, 'margin_per_char': -0.06896037161297189, 'total_prob': 0.0011341654753196707, 'total_prob_per_token': 0.07647738254967364, 'total_prob_per_char': 1.7824943388993313, 'uncond_correct_prob': 2.5398987128985635e-06, 'uncond_correct_prob_per_token': 0.00659493000140222, 'uncond_correct_prob_per_char': 0.3457408157702874, 'uncond_total_prob': 2.453615545751145e-05, 'norm_correct_prob': 0.22244040410045277, 'norm_correct_prob_per_token': 0.2844199196821755, 'norm_correct_prob_per_char': 0.25573542139272454, 'primary_metric': 0.20388349514563106}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 15,000
|
small aux 3
|
5xC
| 4,915,200,000
| 2,888,563,949,568,000,000
|
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.4174757281553398, 'predicted_index_per_byte': 1.4174757281553398, 'predicted_index_uncond': 1.4077669902912622, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.36893203883495146, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.3106796116504854, 'acc_uncond': 0.3786407766990291, 'no_answer': 0.0, 'sum_logits_corr': -19.325407667067445, 'logits_per_token_corr': -4.975311432588288, 'logits_per_char_corr': -0.8615145470217535, 'bits_per_byte_corr': 1.2429027646428783, 'correct_prob': 0.00019185299406072106, 'correct_prob_per_token': 0.01769077822040612, 'correct_prob_per_char': 0.4441425782097402, 'margin': -0.0007035003888198009, 'margin_per_token': -0.014974013012189322, 'margin_per_char': -0.06231482899468344, 'total_prob': 0.0012482586592861922, 'total_prob_per_token': 0.06933867262690954, 'total_prob_per_char': 1.758594565219114, 'uncond_correct_prob': 2.8580738020671115e-06, 'uncond_correct_prob_per_token': 0.005469154446148843, 'uncond_correct_prob_per_char': 0.3344944208815661, 'uncond_total_prob': 0.00011278770534188832, 'norm_correct_prob': 0.2418310223933933, 'norm_correct_prob_per_token': 0.2945082612862791, 'norm_correct_prob_per_char': 0.25712768427812, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 15,000
|
default
|
5xC
| 4,915,200,000
| 2,888,563,949,568,000,000
|
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.5436893203883495, 'predicted_index_per_char': 1.4466019417475728, 'predicted_index_per_byte': 1.5825242718446602, 'predicted_index_uncond': 1.4368932038834952, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -19.144166946411133, 'logits_per_token_corr': -4.898402187689349, 'logits_per_char_corr': -0.8487079171961392, 'logits_per_byte_corr': 1.2244267033029508, 'correct_prob': 0.0003181421802069017, 'correct_prob_per_token': 0.019101293503766808, 'correct_prob_per_char': 0.45038011644552717, 'margin': -0.00033394534989985024, 'margin_per_token': -0.014155549692504567, 'margin_per_char': -0.06226978429999893, 'total_prob': 0.001105925771946254, 'total_prob_per_token': 0.07195009218555916, 'total_prob_per_char': 1.7782343874095063, 'uncond_correct_prob': 2.9260984327729964e-06, 'uncond_correct_prob_per_token': 0.006367735951770538, 'uncond_correct_prob_per_char': 0.34474641013535406, 'uncond_total_prob': 0.00010910664827146548, 'norm_correct_prob': 0.24098489910476883, 'norm_correct_prob_per_token': 0.29763355038292205, 'norm_correct_prob_per_char': 0.2572620922351704, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 17,500
|
small aux 2
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.4466019417475728, 'predicted_index_per_token': 1.4854368932038835, 'predicted_index_per_char': 1.5631067961165048, 'predicted_index_per_byte': 1.5631067961165048, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.3106796116504854, 'acc_uncond': 0.32038834951456313, 'no_answer': 0.0, 'sum_logits_corr': -18.80914913566367, 'logits_per_token_corr': -4.809644936059147, 'logits_per_char_corr': -0.8321316418693941, 'bits_per_byte_corr': 1.2005121930926284, 'correct_prob': 0.0003468403091000223, 'correct_prob_per_token': 0.021494060006309684, 'correct_prob_per_char': 0.45699001750190377, 'margin': -0.00042205335913609617, 'margin_per_token': -0.016970238614818497, 'margin_per_char': -0.06382584528644027, 'total_prob': 0.0013652245518870532, 'total_prob_per_token': 0.08116109605114599, 'total_prob_per_char': 1.8042271387299498, 'uncond_correct_prob': 2.4743786024597107e-06, 'uncond_correct_prob_per_token': 0.006804915679788948, 'uncond_correct_prob_per_char': 0.34975265334604244, 'uncond_total_prob': 3.903562691004666e-05, 'norm_correct_prob': 0.2555027774731164, 'norm_correct_prob_per_token': 0.29255814115901907, 'norm_correct_prob_per_char': 0.25710691065939506, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 17,500
|
small aux 3
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.4660194174757282, 'predicted_index_uncond': 1.5339805825242718, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.33980582524271846, 'acc_uncond': 0.4077669902912621, 'no_answer': 0.0, 'sum_logits_corr': -18.971473406819463, 'logits_per_token_corr': -4.86528084663869, 'logits_per_char_corr': -0.8452426898527657, 'bits_per_byte_corr': 1.2194274369991096, 'correct_prob': 0.00033012559127369555, 'correct_prob_per_token': 0.019042864259477134, 'correct_prob_per_char': 0.4503515715767728, 'margin': -0.0006347733797759054, 'margin_per_token': -0.015136129733438006, 'margin_per_char': -0.06096488196444571, 'total_prob': 0.0016156950831334894, 'total_prob_per_token': 0.07382428288404946, 'total_prob_per_char': 1.7790776937924253, 'uncond_correct_prob': 2.6282740844907496e-06, 'uncond_correct_prob_per_token': 0.005873863143750917, 'uncond_correct_prob_per_char': 0.3368009684615486, 'uncond_total_prob': 9.3126064316304e-05, 'norm_correct_prob': 0.2601820795510024, 'norm_correct_prob_per_token': 0.2984225839703658, 'norm_correct_prob_per_char': 0.25768307065003404, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 17,500
|
default
|
5xC
| 5,734,400,000
| 3,369,991,274,496,000,000
|
{'predicted_index_raw': 1.4466019417475728, 'predicted_index_per_token': 1.3786407766990292, 'predicted_index_per_char': 1.3883495145631068, 'predicted_index_per_byte': 1.6116504854368932, 'predicted_index_uncond': 1.3786407766990292, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.36893203883495146, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.24271844660194175, 'acc_uncond': 0.3592233009708738, 'no_answer': 0.0, 'sum_logits_corr': -18.838402539780997, 'logits_per_token_corr': -4.8244483474167, 'logits_per_char_corr': -0.8361975614540323, 'logits_per_byte_corr': 1.2063780751140434, 'correct_prob': 0.0003035282787989432, 'correct_prob_per_token': 0.02065952088295614, 'correct_prob_per_char': 0.45527425426477436, 'margin': -0.0006018248274028897, 'margin_per_token': -0.015643402390640812, 'margin_per_char': -0.06090572847051081, 'total_prob': 0.0014705029232414165, 'total_prob_per_token': 0.07991569931543428, 'total_prob_per_char': 1.7967401122660889, 'uncond_correct_prob': 1.8862184070649744e-06, 'uncond_correct_prob_per_token': 0.005480404470608187, 'uncond_correct_prob_per_char': 0.3331299801171435, 'uncond_total_prob': 4.3638690810425564e-05, 'norm_correct_prob': 0.2517757690117709, 'norm_correct_prob_per_token': 0.29946096636627073, 'norm_correct_prob_per_char': 0.2566114148672877, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 18,750
|
small aux 2
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.3786407766990292, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.5242718446601942, 'predicted_index_uncond': 1.5048543689320388, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.2815533980582524, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.34951456310679613, 'acc_uncond': 0.32038834951456313, 'no_answer': 0.0, 'sum_logits_corr': -18.701709895458038, 'logits_per_token_corr': -4.772473098564797, 'logits_per_char_corr': -0.8261664665631053, 'bits_per_byte_corr': 1.1919062642602058, 'correct_prob': 0.00036459598744983983, 'correct_prob_per_token': 0.02139009677816215, 'correct_prob_per_char': 0.4584263564355798, 'margin': -0.0005322391612963009, 'margin_per_token': -0.01783610912745243, 'margin_per_char': -0.06440536891627756, 'total_prob': 0.0015943739613501306, 'total_prob_per_token': 0.08381428317181011, 'total_prob_per_char': 1.8087517117943814, 'uncond_correct_prob': 2.9891926108410023e-06, 'uncond_correct_prob_per_token': 0.006740418385048304, 'uncond_correct_prob_per_char': 0.3487871302713663, 'uncond_total_prob': 4.7026844374342825e-05, 'norm_correct_prob': 0.2537771759187844, 'norm_correct_prob_per_token': 0.28929607198746865, 'norm_correct_prob_per_char': 0.25766429416299313, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 18,750
|
small aux 3
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.4466019417475728, 'predicted_index_per_byte': 1.4466019417475728, 'predicted_index_uncond': 1.5145631067961165, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.36893203883495146, 'acc_per_byte': 0.36893203883495146, 'acc_uncond': 0.3883495145631068, 'no_answer': 0.0, 'sum_logits_corr': -18.660081817108452, 'logits_per_token_corr': -4.787304197842159, 'logits_per_char_corr': -0.834075363007579, 'bits_per_byte_corr': 1.2033163899395611, 'correct_prob': 0.0005723569002293892, 'correct_prob_per_token': 0.02211026728707821, 'correct_prob_per_char': 0.4576537530697012, 'margin': -0.0003369684946214819, 'margin_per_token': -0.015037609294893449, 'margin_per_char': -0.06531371507402105, 'total_prob': 0.001653802635235997, 'total_prob_per_token': 0.08195597525882173, 'total_prob_per_char': 1.805207914171752, 'uncond_correct_prob': 3.2214674517185454e-06, 'uncond_correct_prob_per_token': 0.006309943287015522, 'uncond_correct_prob_per_char': 0.3432036792282661, 'uncond_total_prob': 7.27177038533768e-05, 'norm_correct_prob': 0.26578432327156515, 'norm_correct_prob_per_token': 0.29389224408016495, 'norm_correct_prob_per_char': 0.25721990590418237, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 18,750
|
default
|
5xC
| 6,144,000,000
| 3,610,704,936,960,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4951456310679612, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.6601941747572815, 'predicted_index_uncond': 1.3786407766990292, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.36893203883495146, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -18.69207703951493, 'logits_per_token_corr': -4.78361587081193, 'logits_per_char_corr': -0.8286072307855944, 'logits_per_byte_corr': 1.1954275426999728, 'correct_prob': 0.00035014583626547793, 'correct_prob_per_token': 0.02150999626511895, 'correct_prob_per_char': 0.45838268279305505, 'margin': -0.00044969884892528397, 'margin_per_token': -0.013346567971749754, 'margin_per_char': -0.05892868068161943, 'total_prob': 0.0013179744800352246, 'total_prob_per_token': 0.07802715557250563, 'total_prob_per_char': 1.8039073064276872, 'uncond_correct_prob': 3.038361898874781e-06, 'uncond_correct_prob_per_token': 0.006544956908110868, 'uncond_correct_prob_per_char': 0.3445958797447748, 'uncond_total_prob': 3.6357149644328576e-05, 'norm_correct_prob': 0.25815907871579663, 'norm_correct_prob_per_token': 0.2928660784517991, 'norm_correct_prob_per_char': 0.25735533763619806, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 20,000
|
small aux 2
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.5048543689320388, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -18.410740778284165, 'logits_per_token_corr': -4.743700115956287, 'logits_per_char_corr': -0.8175179146633788, 'bits_per_byte_corr': 1.1794290413235908, 'correct_prob': 0.0003358547769038561, 'correct_prob_per_token': 0.0217389302245952, 'correct_prob_per_char': 0.46102323341429835, 'margin': -0.0006082869275072236, 'margin_per_token': -0.018857754062895565, 'margin_per_char': -0.06730902163382867, 'total_prob': 0.0016049437833381209, 'total_prob_per_token': 0.08690665661848619, 'total_prob_per_char': 1.8295842939504068, 'uncond_correct_prob': 2.039508658659256e-06, 'uncond_correct_prob_per_token': 0.006888057683242695, 'uncond_correct_prob_per_char': 0.3426053150111133, 'uncond_total_prob': 2.4996848675345277e-05, 'norm_correct_prob': 0.2542117715171089, 'norm_correct_prob_per_token': 0.28516798716686825, 'norm_correct_prob_per_char': 0.2562728076053771, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 20,000
|
small aux 3
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.3398058252427185, 'predicted_index_per_char': 1.3592233009708738, 'predicted_index_per_byte': 1.3592233009708738, 'predicted_index_uncond': 1.3883495145631068, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.32038834951456313, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.33980582524271846, 'acc_uncond': 0.36893203883495146, 'no_answer': 0.0, 'sum_logits_corr': -18.473740026788803, 'logits_per_token_corr': -4.716907079620842, 'logits_per_char_corr': -0.8163325400860504, 'bits_per_byte_corr': 1.1777189072992822, 'correct_prob': 0.0003131184003497836, 'correct_prob_per_token': 0.021744356817273935, 'correct_prob_per_char': 0.46265690385735203, 'margin': -0.0006224879696880071, 'margin_per_token': -0.014890715570740266, 'margin_per_char': -0.05661164994216558, 'total_prob': 0.0014771999447382364, 'total_prob_per_token': 0.08146169437889957, 'total_prob_per_char': 1.8106648776380567, 'uncond_correct_prob': 5.599855963921795e-06, 'uncond_correct_prob_per_token': 0.006674779596748727, 'uncond_correct_prob_per_char': 0.35142360347482315, 'uncond_total_prob': 9.510401917477401e-05, 'norm_correct_prob': 0.27313018444297166, 'norm_correct_prob_per_token': 0.30404370962605265, 'norm_correct_prob_per_char': 0.26001293508239337, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 20,000
|
default
|
5xC
| 6,553,600,000
| 3,851,418,599,424,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.3883495145631068, 'predicted_index_per_byte': 1.5825242718446602, 'predicted_index_uncond': 1.3980582524271845, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -18.120415613489243, 'logits_per_token_corr': -4.676093296042796, 'logits_per_char_corr': -0.8098917759535187, 'logits_per_byte_corr': 1.1684268488257363, 'correct_prob': 0.0004071374244731326, 'correct_prob_per_token': 0.024007967189751015, 'correct_prob_per_char': 0.46717023978515576, 'margin': -0.0006874226249432324, 'margin_per_token': -0.017520222037054754, 'margin_per_char': -0.05879018728917836, 'total_prob': 0.0018126456818343935, 'total_prob_per_token': 0.09083825687943195, 'total_prob_per_char': 1.8393613304877456, 'uncond_correct_prob': 3.4293439870356918e-06, 'uncond_correct_prob_per_token': 0.006621560374660348, 'uncond_correct_prob_per_char': 0.3481524123105971, 'uncond_total_prob': 6.757145245568508e-05, 'norm_correct_prob': 0.2620023784661974, 'norm_correct_prob_per_token': 0.2965041189506437, 'norm_correct_prob_per_char': 0.2559556522179246, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 21,250
|
small aux 2
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.4077669902912622, 'predicted_index_per_token': 1.5048543689320388, 'predicted_index_per_char': 1.4854368932038835, 'predicted_index_per_byte': 1.4854368932038835, 'predicted_index_uncond': 1.3980582524271845, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.24271844660194175, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.30097087378640774, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -18.365071972596994, 'logits_per_token_corr': -4.6879432259522575, 'logits_per_char_corr': -0.814173086894387, 'bits_per_byte_corr': 1.1746034748886351, 'correct_prob': 0.0004177446704491074, 'correct_prob_per_token': 0.02249042426959532, 'correct_prob_per_char': 0.46453497362237206, 'margin': -0.0006963558626497342, 'margin_per_token': -0.020146952830496948, 'margin_per_char': -0.0686074018584676, 'total_prob': 0.0019435318103371321, 'total_prob_per_token': 0.0915787767337929, 'total_prob_per_char': 1.8410949435783341, 'uncond_correct_prob': 2.285479051771473e-06, 'uncond_correct_prob_per_token': 0.00672199971028546, 'uncond_correct_prob_per_char': 0.34591310922164326, 'uncond_total_prob': 2.284769340821198e-05, 'norm_correct_prob': 0.2481499377141403, 'norm_correct_prob_per_token': 0.2812107228087812, 'norm_correct_prob_per_char': 0.2561375528453574, 'primary_metric': 0.24271844660194175}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 21,250
|
small aux 3
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.3980582524271845, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.4854368932038835, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.3592233009708738, 'acc_per_byte': 0.3592233009708738, 'acc_uncond': 0.33980582524271846, 'no_answer': 0.0, 'sum_logits_corr': -18.63074421651155, 'logits_per_token_corr': -4.757054980708394, 'logits_per_char_corr': -0.8248861811256527, 'bits_per_byte_corr': 1.1900592028086694, 'correct_prob': 0.00030917113501185446, 'correct_prob_per_token': 0.020840400033876792, 'correct_prob_per_char': 0.45924550340916487, 'margin': -0.0006672677425392953, 'margin_per_token': -0.016888617852384026, 'margin_per_char': -0.05925860098038992, 'total_prob': 0.0015582131832150138, 'total_prob_per_token': 0.08076267118832953, 'total_prob_per_char': 1.8064740135860318, 'uncond_correct_prob': 3.3354605614475392e-06, 'uncond_correct_prob_per_token': 0.00641923565881123, 'uncond_correct_prob_per_char': 0.3463747671375774, 'uncond_total_prob': 0.00011649014187982304, 'norm_correct_prob': 0.25758247797714895, 'norm_correct_prob_per_token': 0.29700704090295876, 'norm_correct_prob_per_char': 0.25776980945412525, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 21,250
|
default
|
5xC
| 6,963,200,000
| 4,092,132,261,888,000,000
|
{'predicted_index_raw': 1.5339805825242718, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.4466019417475728, 'predicted_index_per_byte': 1.5922330097087378, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.3786407766990291, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -18.275882369106256, 'logits_per_token_corr': -4.717162864101981, 'logits_per_char_corr': -0.8117298301232502, 'logits_per_byte_corr': 1.1710786004612952, 'correct_prob': 0.0003472665453371789, 'correct_prob_per_token': 0.022780880168649174, 'correct_prob_per_char': 0.46420447201437337, 'margin': -0.0005579108303355171, 'margin_per_token': -0.017203208577150016, 'margin_per_char': -0.05905373179669256, 'total_prob': 0.0015142853345341148, 'total_prob_per_token': 0.08765953628008293, 'total_prob_per_char': 1.8274007949907933, 'uncond_correct_prob': 3.819750297476017e-06, 'uncond_correct_prob_per_token': 0.006954066343230897, 'uncond_correct_prob_per_char': 0.3484306078048696, 'uncond_total_prob': 4.0115140312966315e-05, 'norm_correct_prob': 0.2445840777573009, 'norm_correct_prob_per_token': 0.29769998935845715, 'norm_correct_prob_per_char': 0.25713833936743646, 'primary_metric': 0.21359223300970873}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 22,500
|
small aux 2
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.4368932038834952, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.5048543689320388, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -18.11549949645996, 'logits_per_token_corr': -4.66607435591079, 'logits_per_char_corr': -0.8051230002262024, 'bits_per_byte_corr': 1.1615469597328207, 'correct_prob': 0.00046756090163373724, 'correct_prob_per_token': 0.024420518096577016, 'correct_prob_per_char': 0.46852292009961477, 'margin': -0.0007395915848512624, 'margin_per_token': -0.02001789201611969, 'margin_per_char': -0.06716388486596386, 'total_prob': 0.002088864147645948, 'total_prob_per_token': 0.09626815459535808, 'total_prob_per_char': 1.8542101198562455, 'uncond_correct_prob': 2.5891162903882934e-06, 'uncond_correct_prob_per_token': 0.006982134423729577, 'uncond_correct_prob_per_char': 0.34999639052745607, 'uncond_total_prob': 3.4180021530822984e-05, 'norm_correct_prob': 0.24578761231245982, 'norm_correct_prob_per_token': 0.28756135133153937, 'norm_correct_prob_per_char': 0.2566235255020748, 'primary_metric': 0.23300970873786409}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 22,500
|
small aux 3
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.3883495145631068, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.3689320388349515, 'predicted_index_per_byte': 1.3689320388349515, 'predicted_index_uncond': 1.4466019417475728, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.34951456310679613, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -18.68240106453016, 'logits_per_token_corr': -4.800166210265138, 'logits_per_char_corr': -0.8318389997385562, 'bits_per_byte_corr': 1.2000899997417132, 'correct_prob': 0.0003355177203869644, 'correct_prob_per_token': 0.020690880294969474, 'correct_prob_per_char': 0.456906797810733, 'margin': -0.0006432296351524449, 'margin_per_token': -0.016667102833244907, 'margin_per_char': -0.06350759371288323, 'total_prob': 0.001546494392330604, 'total_prob_per_token': 0.08096121946082667, 'total_prob_per_char': 1.8059831497915608, 'uncond_correct_prob': 3.1855662726818663e-06, 'uncond_correct_prob_per_token': 0.006535712229691003, 'uncond_correct_prob_per_char': 0.34833103088662654, 'uncond_total_prob': 7.568435015800958e-05, 'norm_correct_prob': 0.26432960528262917, 'norm_correct_prob_per_token': 0.2879860517806771, 'norm_correct_prob_per_char': 0.25735865907260647, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 22,500
|
default
|
5xC
| 7,372,800,000
| 4,332,845,924,352,000,000
|
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.6796116504854368, 'predicted_index_uncond': 1.3980582524271845, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.3786407766990291, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -18.350606196134994, 'logits_per_token_corr': -4.724335833407653, 'logits_per_char_corr': -0.8174890742094534, 'logits_per_byte_corr': 1.1793874333437357, 'correct_prob': 0.00047551529461933466, 'correct_prob_per_token': 0.02394046302566279, 'correct_prob_per_char': 0.4648599743202995, 'margin': -0.0005871534490857859, 'margin_per_token': -0.017710863793617, 'margin_per_char': -0.06053444833038451, 'total_prob': 0.0018714061134064892, 'total_prob_per_token': 0.0904472245198609, 'total_prob_per_char': 1.8328477837086121, 'uncond_correct_prob': 2.421084361358895e-06, 'uncond_correct_prob_per_token': 0.006650558762801738, 'uncond_correct_prob_per_char': 0.3471995810093809, 'uncond_total_prob': 3.1907906245330065e-05, 'norm_correct_prob': 0.24921968803834849, 'norm_correct_prob_per_token': 0.2917772273823002, 'norm_correct_prob_per_char': 0.2559663682579859, 'primary_metric': 0.22330097087378642}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 23,750
|
small aux 2
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.4466019417475728, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.4757281553398058, 'predicted_index_per_byte': 1.4757281553398058, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.3300970873786408, 'acc_per_byte': 0.3300970873786408, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -18.283310450396492, 'logits_per_token_corr': -4.698318854983863, 'logits_per_char_corr': -0.8095243342378995, 'bits_per_byte_corr': 1.167896742484796, 'correct_prob': 0.00037569559604539013, 'correct_prob_per_token': 0.023500382065327757, 'correct_prob_per_char': 0.46541257128507757, 'margin': -0.0006519812998156492, 'margin_per_token': -0.01656978667058032, 'margin_per_char': -0.06217425922070673, 'total_prob': 0.001725577332274072, 'total_prob_per_token': 0.0902080183658864, 'total_prob_per_char': 1.8385162356157267, 'uncond_correct_prob': 1.9328134892683155e-06, 'uncond_correct_prob_per_token': 0.007148996777996515, 'uncond_correct_prob_per_char': 0.34841149280965533, 'uncond_total_prob': 2.1333521910150277e-05, 'norm_correct_prob': 0.25867981913049515, 'norm_correct_prob_per_token': 0.2915287444474799, 'norm_correct_prob_per_char': 0.25728488291945556, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 23,750
|
small aux 3
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.3689320388349515, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.3592233009708738, 'acc_per_byte': 0.3592233009708738, 'acc_uncond': 0.3786407766990291, 'no_answer': 0.0, 'sum_logits_corr': -18.342022520824543, 'logits_per_token_corr': -4.731889987369759, 'logits_per_char_corr': -0.8198545002408276, 'bits_per_byte_corr': 1.1828000217487913, 'correct_prob': 0.0003191544920836461, 'correct_prob_per_token': 0.022566998554038216, 'correct_prob_per_char': 0.4626403461536617, 'margin': -0.0009328734577392318, 'margin_per_token': -0.01765683793424401, 'margin_per_char': -0.06334914211474973, 'total_prob': 0.001870783662779905, 'total_prob_per_token': 0.08804604236039837, 'total_prob_per_char': 1.8266494914451108, 'uncond_correct_prob': 2.7510482905162836e-06, 'uncond_correct_prob_per_token': 0.006441166739711631, 'uncond_correct_prob_per_char': 0.344898126923856, 'uncond_total_prob': 8.893423761768266e-05, 'norm_correct_prob': 0.26566386568394346, 'norm_correct_prob_per_token': 0.29185149105498814, 'norm_correct_prob_per_char': 0.2572201985989767, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 23,750
|
default
|
5xC
| 7,782,400,000
| 4,573,559,586,816,000,000
|
{'predicted_index_raw': 1.4466019417475728, 'predicted_index_per_token': 1.3980582524271845, 'predicted_index_per_char': 1.4757281553398058, 'predicted_index_per_byte': 1.6407766990291262, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.3883495145631068, 'acc_per_char': 0.3786407766990291, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.3883495145631068, 'no_answer': 0.0, 'sum_logits_corr': -18.36074471705168, 'logits_per_token_corr': -4.711490984865282, 'logits_per_char_corr': -0.8121634112007826, 'logits_per_byte_corr': 1.1717041257316747, 'correct_prob': 0.0004651867089450864, 'correct_prob_per_token': 0.023589262268405527, 'correct_prob_per_char': 0.464529869259917, 'margin': -0.000450968272665705, 'margin_per_token': -0.01586025225613435, 'margin_per_char': -0.05671945867255745, 'total_prob': 0.001644264949204445, 'total_prob_per_token': 0.08726227210601037, 'total_prob_per_char': 1.8295418686365634, 'uncond_correct_prob': 4.402928233984572e-06, 'uncond_correct_prob_per_token': 0.007045397613163859, 'uncond_correct_prob_per_char': 0.3520907992597065, 'uncond_total_prob': 5.396046989574188e-05, 'norm_correct_prob': 0.2507376093315005, 'norm_correct_prob_per_token': 0.2959377478932478, 'norm_correct_prob_per_char': 0.2570413061722136, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 25,000
|
small aux 2
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.4368932038834952, 'predicted_index_per_byte': 1.4368932038834952, 'predicted_index_uncond': 1.5825242718446602, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.3106796116504854, 'acc_per_byte': 0.3106796116504854, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -17.951975970592315, 'logits_per_token_corr': -4.61763570897885, 'logits_per_char_corr': -0.7953047853109545, 'bits_per_byte_corr': 1.1473822697642, 'correct_prob': 0.0004250228829521683, 'correct_prob_per_token': 0.024677036107427337, 'correct_prob_per_char': 0.4719291461323389, 'margin': -0.0006385989965847804, 'margin_per_token': -0.01827617585951325, 'margin_per_char': -0.0631978983638683, 'total_prob': 0.001923120536600074, 'total_prob_per_token': 0.09594962376873314, 'total_prob_per_char': 1.862504383948481, 'uncond_correct_prob': 1.8310993807478418e-06, 'uncond_correct_prob_per_token': 0.007246205236041773, 'uncond_correct_prob_per_char': 0.34995974869467705, 'uncond_total_prob': 1.8425425423337296e-05, 'norm_correct_prob': 0.26037875278380035, 'norm_correct_prob_per_token': 0.29412066912528456, 'norm_correct_prob_per_char': 0.2578460955137393, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 25,000
|
small aux 3
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.5533980582524272, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.3592233009708738, 'predicted_index_per_byte': 1.3592233009708738, 'predicted_index_uncond': 1.3980582524271845, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.33980582524271846, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.34951456310679613, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -18.50298186644767, 'logits_per_token_corr': -4.750500296235546, 'logits_per_char_corr': -0.8207460386697052, 'bits_per_byte_corr': 1.1840862398188958, 'correct_prob': 0.00027263204521401203, 'correct_prob_per_token': 0.021721938960206195, 'correct_prob_per_char': 0.4613054080052699, 'margin': -0.0007679390704742549, 'margin_per_token': -0.017415586270515496, 'margin_per_char': -0.06233770852386608, 'total_prob': 0.0016254668685988442, 'total_prob_per_token': 0.08540375389871543, 'total_prob_per_char': 1.8227064878145847, 'uncond_correct_prob': 1.8802145540803126e-06, 'uncond_correct_prob_per_token': 0.00638424179989137, 'uncond_correct_prob_per_char': 0.34455598524702985, 'uncond_total_prob': 6.146036837908418e-05, 'norm_correct_prob': 0.2549981635538485, 'norm_correct_prob_per_token': 0.29019622999919636, 'norm_correct_prob_per_char': 0.25602897570508554, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 25,000
|
default
|
5xC
| 8,192,000,000
| 4,814,273,249,280,000,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.6699029126213591, 'predicted_index_uncond': 1.4271844660194175, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.34951456310679613, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.32038834951456313, 'no_answer': 0.0, 'sum_logits_corr': -17.902783847549586, 'logits_per_token_corr': -4.584238928779791, 'logits_per_char_corr': -0.7955593870008821, 'logits_per_byte_corr': 1.1477495823596613, 'correct_prob': 0.0005440113420054449, 'correct_prob_per_token': 0.025473536575727672, 'correct_prob_per_char': 0.4736428413246569, 'margin': -0.0006517862885926785, 'margin_per_token': -0.017267436816601218, 'margin_per_char': -0.055738507150913295, 'total_prob': 0.0020427962478888236, 'total_prob_per_token': 0.09512923145460604, 'total_prob_per_char': 1.861240654455789, 'uncond_correct_prob': 2.6832950433005676e-06, 'uncond_correct_prob_per_token': 0.0067432732928454356, 'uncond_correct_prob_per_char': 0.3482882891228039, 'uncond_total_prob': 6.337588304449433e-05, 'norm_correct_prob': 0.2520441634980296, 'norm_correct_prob_per_token': 0.2974296358870063, 'norm_correct_prob_per_char': 0.256887794781782, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 27,500
|
small aux 2
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4854368932038835, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.5242718446601942, 'predicted_index_uncond': 1.5242718446601942, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2912621359223301, 'acc_per_token': 0.3300970873786408, 'acc_per_char': 0.32038834951456313, 'acc_per_byte': 0.32038834951456313, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -17.7963742098762, 'logits_per_token_corr': -4.557391917855472, 'logits_per_char_corr': -0.7868918456582656, 'bits_per_byte_corr': 1.1352449634479589, 'correct_prob': 0.0005921166507012924, 'correct_prob_per_token': 0.026133986786324802, 'correct_prob_per_char': 0.47623525941549927, 'margin': -0.0006283822484203428, 'margin_per_token': -0.017710698287024252, 'margin_per_char': -0.061268241326419774, 'total_prob': 0.0023026299353639344, 'total_prob_per_token': 0.09871854547464758, 'total_prob_per_char': 1.8734183087472231, 'uncond_correct_prob': 2.0607322295211043e-06, 'uncond_correct_prob_per_token': 0.0077038274234490075, 'uncond_correct_prob_per_char': 0.351554257602636, 'uncond_total_prob': 2.44147140327748e-05, 'norm_correct_prob': 0.2653388704273589, 'norm_correct_prob_per_token': 0.2946476747188499, 'norm_correct_prob_per_char': 0.25821358062303174, 'primary_metric': 0.2912621359223301}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 27,500
|
small aux 3
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.3398058252427185, 'predicted_index_per_byte': 1.3398058252427185, 'predicted_index_uncond': 1.5631067961165048, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.3592233009708738, 'acc_per_byte': 0.3592233009708738, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -18.051495283552743, 'logits_per_token_corr': -4.652216087051307, 'logits_per_char_corr': -0.8039402859247395, 'bits_per_byte_corr': 1.1598406636753107, 'correct_prob': 0.00035936885348620466, 'correct_prob_per_token': 0.023581473034839734, 'correct_prob_per_char': 0.4682928748350994, 'margin': -0.0008453117863082021, 'margin_per_token': -0.019614376646522966, 'margin_per_char': -0.06341139593983819, 'total_prob': 0.001885515175343315, 'total_prob_per_token': 0.09344996517926127, 'total_prob_per_char': 1.8508627050423745, 'uncond_correct_prob': 2.042760951924899e-06, 'uncond_correct_prob_per_token': 0.006469022834889714, 'uncond_correct_prob_per_char': 0.3463343557605059, 'uncond_total_prob': 4.332088526878334e-05, 'norm_correct_prob': 0.26557450728116117, 'norm_correct_prob_per_token': 0.29308050816822795, 'norm_correct_prob_per_char': 0.2562263701039171, 'primary_metric': 0.2524271844660194}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 27,500
|
default
|
5xC
| 9,011,200,000
| 5,295,700,574,208,000,000
|
{'predicted_index_raw': 1.5145631067961165, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.6213592233009708, 'predicted_index_uncond': 1.6213592233009708, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.39805825242718446, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.36893203883495146, 'no_answer': 0.0, 'sum_logits_corr': -17.561054178811972, 'logits_per_token_corr': -4.5194030051491, 'logits_per_char_corr': -0.783006340960215, 'logits_per_byte_corr': 1.1296393650887266, 'correct_prob': 0.0006845250886705907, 'correct_prob_per_token': 0.027918644760388706, 'correct_prob_per_char': 0.4798447329277396, 'margin': -0.0005987166397696154, 'margin_per_token': -0.0173686285107998, 'margin_per_char': -0.05619830025755106, 'total_prob': 0.0023802904833480957, 'total_prob_per_token': 0.10219450571717899, 'total_prob_per_char': 1.882496573693252, 'uncond_correct_prob': 3.2896911219024936e-06, 'uncond_correct_prob_per_token': 0.006952323893787384, 'uncond_correct_prob_per_char': 0.35153094699481974, 'uncond_total_prob': 5.512630265311082e-05, 'norm_correct_prob': 0.2647138504722649, 'norm_correct_prob_per_token': 0.30145626689624166, 'norm_correct_prob_per_char': 0.2580650676121431, 'primary_metric': 0.2621359223300971}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 28,750
|
small aux 2
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.4660194174757282, 'predicted_index_uncond': 1.4660194174757282, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -17.67202020848839, 'logits_per_token_corr': -4.5362323121404895, 'logits_per_char_corr': -0.7828078571751287, 'bits_per_byte_corr': 1.1293530135162857, 'correct_prob': 0.0005705164578548386, 'correct_prob_per_token': 0.02684672172763416, 'correct_prob_per_char': 0.4784813289570175, 'margin': -0.0007356607125684116, 'margin_per_token': -0.018765331062597528, 'margin_per_char': -0.06222180738493068, 'total_prob': 0.002387199523586479, 'total_prob_per_token': 0.10229658232188557, 'total_prob_per_char': 1.884866113506608, 'uncond_correct_prob': 2.1739763905816414e-06, 'uncond_correct_prob_per_token': 0.0075363654798941545, 'uncond_correct_prob_per_char': 0.3520872943322789, 'uncond_total_prob': 2.1571208120252227e-05, 'norm_correct_prob': 0.26621557657913975, 'norm_correct_prob_per_token': 0.2935974248805771, 'norm_correct_prob_per_char': 0.25769353131490663, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 28,750
|
small aux 3
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.4077669902912622, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.3689320388349515, 'predicted_index_per_byte': 1.3689320388349515, 'predicted_index_uncond': 1.5728155339805825, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2912621359223301, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.3300970873786408, 'acc_per_byte': 0.3300970873786408, 'acc_uncond': 0.3592233009708738, 'no_answer': 0.0, 'sum_logits_corr': -17.925851377468664, 'logits_per_token_corr': -4.608591246275655, 'logits_per_char_corr': -0.7975370561953689, 'bits_per_byte_corr': 1.1506027558990677, 'correct_prob': 0.00034457762089437925, 'correct_prob_per_token': 0.02405401747530688, 'correct_prob_per_char': 0.47134435719944584, 'margin': -0.0008230773494077103, 'margin_per_token': -0.019327592008309094, 'margin_per_char': -0.06282957166272178, 'total_prob': 0.0018338255876474262, 'total_prob_per_token': 0.09476989384743294, 'total_prob_per_char': 1.861230080532284, 'uncond_correct_prob': 2.1848286012265535e-06, 'uncond_correct_prob_per_token': 0.006710716336874376, 'uncond_correct_prob_per_char': 0.34834094870636306, 'uncond_total_prob': 4.0117194472523286e-05, 'norm_correct_prob': 0.2702039111540666, 'norm_correct_prob_per_token': 0.2939931464090999, 'norm_correct_prob_per_char': 0.25654853355561597, 'primary_metric': 0.2912621359223301}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 28,750
|
default
|
5xC
| 9,420,800,000
| 5,536,414,236,672,000,000
|
{'predicted_index_raw': 1.5339805825242718, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.6699029126213591, 'predicted_index_uncond': 1.6019417475728155, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.36893203883495146, 'acc_per_char': 0.39805825242718446, 'acc_per_byte': 0.24271844660194175, 'acc_uncond': 0.3592233009708738, 'no_answer': 0.0, 'sum_logits_corr': -17.59092836009646, 'logits_per_token_corr': -4.498300131163986, 'logits_per_char_corr': -0.779584004762995, 'logits_per_byte_corr': 1.1247019776287388, 'correct_prob': 0.0007107444736508097, 'correct_prob_per_token': 0.027841526416725115, 'correct_prob_per_char': 0.4810715877112364, 'margin': -0.0006317378784246403, 'margin_per_token': -0.017409061815381755, 'margin_per_char': -0.0561745032086475, 'total_prob': 0.0024438385100333114, 'total_prob_per_token': 0.10166786324192453, 'total_prob_per_char': 1.8845240255103006, 'uncond_correct_prob': 3.1193725030730875e-06, 'uncond_correct_prob_per_token': 0.0069883982912703445, 'uncond_correct_prob_per_char': 0.3523769517482978, 'uncond_total_prob': 5.122612952564785e-05, 'norm_correct_prob': 0.27210554357863814, 'norm_correct_prob_per_token': 0.3012442705102844, 'norm_correct_prob_per_char': 0.25837053076634614, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 29,901
|
small aux 2
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.4563106796116505, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.4563106796116505, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -17.690793139263263, 'logits_per_token_corr': -4.550014746015441, 'logits_per_char_corr': -0.7847315737759699, 'bits_per_byte_corr': 1.132128349916397, 'correct_prob': 0.000531172044003896, 'correct_prob_per_token': 0.02632577234352944, 'correct_prob_per_char': 0.4770545612415047, 'margin': -0.0006699688655193802, 'margin_per_token': -0.01877917404603656, 'margin_per_char': -0.062148911472526214, 'total_prob': 0.0022690671147452207, 'total_prob_per_token': 0.1007433858980045, 'total_prob_per_char': 1.8795396528438992, 'uncond_correct_prob': 2.4367994993341377e-06, 'uncond_correct_prob_per_token': 0.007784780557809463, 'uncond_correct_prob_per_char': 0.35400334426311075, 'uncond_total_prob': 2.5672408397103046e-05, 'norm_correct_prob': 0.26476138332505833, 'norm_correct_prob_per_token': 0.2941261789462299, 'norm_correct_prob_per_char': 0.2578981229816347, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 29,901
|
small aux 3
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.4271844660194175, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.4077669902912622, 'predicted_index_per_byte': 1.4077669902912622, 'predicted_index_uncond': 1.5339805825242718, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2815533980582524, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.33980582524271846, 'acc_per_byte': 0.33980582524271846, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -17.863743768154997, 'logits_per_token_corr': -4.603566829379615, 'logits_per_char_corr': -0.7971519274196074, 'bits_per_byte_corr': 1.1500471325241723, 'correct_prob': 0.00033609169179955786, 'correct_prob_per_token': 0.024374930055918148, 'correct_prob_per_char': 0.4718730892732192, 'margin': -0.0008287413293961652, 'margin_per_token': -0.01931533277549925, 'margin_per_char': -0.06306316153346136, 'total_prob': 0.001841734239806471, 'total_prob_per_token': 0.0958912045680693, 'total_prob_per_char': 1.8646740088276423, 'uncond_correct_prob': 2.1491857986806863e-06, 'uncond_correct_prob_per_token': 0.006633779204636352, 'uncond_correct_prob_per_char': 0.34755488993206873, 'uncond_total_prob': 4.353811487548494e-05, 'norm_correct_prob': 0.269002008852955, 'norm_correct_prob_per_token': 0.2921549415007829, 'norm_correct_prob_per_char': 0.256010607920046, 'primary_metric': 0.2815533980582524}
|
90M
|
FineWeb-Pro
|
mmlu_management
| 29,901
|
default
|
5xC
| 9,797,959,680
| 5,758,063,377,068,851,000
|
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.6796116504854368, 'predicted_index_uncond': 1.5631067961165048, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.27184466019417475, 'acc_per_token': 0.34951456310679613, 'acc_per_char': 0.39805825242718446, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.34951456310679613, 'no_answer': 0.0, 'sum_logits_corr': -17.61783825309531, 'logits_per_token_corr': -4.513577988353575, 'logits_per_char_corr': -0.7829927301003071, 'logits_per_byte_corr': 1.1296197287686347, 'correct_prob': 0.0006472281737235834, 'correct_prob_per_token': 0.02737496487288231, 'correct_prob_per_char': 0.4796911647795585, 'margin': -0.0006421014809021015, 'margin_per_token': -0.017789697188965208, 'margin_per_char': -0.05729491859858384, 'total_prob': 0.0023598321014745324, 'total_prob_per_token': 0.10139104378757681, 'total_prob_per_char': 1.8836559960151464, 'uncond_correct_prob': 2.7463524370577594e-06, 'uncond_correct_prob_per_token': 0.00680066953820766, 'uncond_correct_prob_per_char': 0.3490195555033747, 'uncond_total_prob': 5.176048784987624e-05, 'norm_correct_prob': 0.26652477975820593, 'norm_correct_prob_per_token': 0.298929389089154, 'norm_correct_prob_per_char': 0.2577549694694042, 'primary_metric': 0.27184466019417475}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 0
|
small aux 2
|
5xC
| 0
| 0
|
{'predicted_index_raw': 1.4487179487179487, 'predicted_index_per_token': 1.5128205128205128, 'predicted_index_per_char': 1.4658119658119657, 'predicted_index_per_byte': 1.4658119658119657, 'predicted_index_uncond': 1.5683760683760684, 'correct_choice': 1.358974358974359, 'acc_raw': 0.23931623931623933, 'acc_per_token': 0.21367521367521367, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.26495726495726496, 'acc_uncond': 0.21794871794871795, 'no_answer': 0.0, 'sum_logits_corr': -54.871215673593376, 'logits_per_token_corr': -10.886817649969096, 'logits_per_char_corr': -2.2913677688104443, 'bits_per_byte_corr': 3.305744916918012, 'correct_prob': 3.891083557746691e-07, 'correct_prob_per_token': 1.9198450336776626e-05, 'correct_prob_per_char': 0.12481238935489686, 'margin': -4.3914881636469925e-08, 'margin_per_token': -3.3594293201530936e-06, 'margin_per_char': -0.04389285478334878, 'total_prob': 1.051957875359844e-06, 'total_prob_per_token': 7.734157826470758e-05, 'total_prob_per_char': 0.4991256051766274, 'uncond_correct_prob': 1.3200731457165483e-07, 'uncond_correct_prob_per_token': 1.9882159052958907e-05, 'uncond_correct_prob_per_char': 0.12538100827430365, 'uncond_total_prob': 9.408863285986367e-07, 'norm_correct_prob': 0.24617860620033796, 'norm_correct_prob_per_token': 0.24777558330032082, 'norm_correct_prob_per_char': 0.2516745284566219, 'primary_metric': 0.23931623931623933}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 0
|
small aux 3
|
5xC
| 0
| 0
|
{'predicted_index_raw': 1.5811965811965811, 'predicted_index_per_token': 1.641025641025641, 'predicted_index_per_char': 1.4273504273504274, 'predicted_index_per_byte': 1.4273504273504274, 'predicted_index_uncond': 1.5128205128205128, 'correct_choice': 1.358974358974359, 'acc_raw': 0.23931623931623933, 'acc_per_token': 0.24358974358974358, 'acc_per_char': 0.2564102564102564, 'acc_per_byte': 0.2564102564102564, 'acc_uncond': 0.21367521367521367, 'no_answer': 0.0, 'sum_logits_corr': -55.67712785851242, 'logits_per_token_corr': -11.053233506498561, 'logits_per_char_corr': -2.3290127580284214, 'bits_per_byte_corr': 3.3600551561771446, 'correct_prob': 2.204912186993587e-07, 'correct_prob_per_token': 1.6246299289135606e-05, 'correct_prob_per_char': 0.12150128700576364, 'margin': -2.1941488370870514e-07, 'margin_per_token': -2.852193333895072e-06, 'margin_per_char': -0.04323998824346378, 'total_prob': 8.579324508605855e-07, 'total_prob_per_token': 6.510692380917463e-05, 'total_prob_per_char': 0.485781393670197, 'uncond_correct_prob': 2.15640059000728e-07, 'uncond_correct_prob_per_token': 1.6125162110361693e-05, 'uncond_correct_prob_per_char': 0.12084827798382133, 'uncond_total_prob': 8.440638214428834e-07, 'norm_correct_prob': 0.2530386019842974, 'norm_correct_prob_per_token': 0.24928877983766853, 'norm_correct_prob_per_char': 0.2523484533692983, 'primary_metric': 0.23931623931623933}
|
Subsets and Splits
150M Checkpoints Data
The query retrieves all records for a specific parameter setting ('150M') and adds a column indicating the total number of distinct steps, providing basic filtering with limited analytical value.