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,FineWeb-1.5T,Ours-Base,Ours-Upsampling2,All-Upsampling1
0-shot: 3 min,Llama-8x8B-seq8192,Llama-8x8B-seq8192,Llama-8x8B-seq8192,Llama-8x8B-seq8192

5k,0.5691,0.5351,0.5367,0.5383

10k,0.5904,0.5604,0.5817,0.5667

15k,0.5927,0.5919,0.588,0.5896

20k,0.6448,0.6006,0.618,0.5935

25k,0.6196,0.6125,0.6062,0.6101

30k,0.6488,,0.614,0.6322

35k,0.644,0.603,0.6259,0.6212

40k,0.6496,0.6338,0.6267,0.6433

45k,0.6456,0.6172,0.6393,0.6393

50k,0.6464,0.6401,0.6164,0.6472

55k,0.6567,0.6235,0.6314,0.6464

60k,0.648,0.6251,0.6219,0.6369

65k,0.6654,0.6283,0.6401,0.6504

70k,0.6709,0.6322,0.6417,0.6559

75k,0.6709,0.648,0.6527,0.6527

80k,0.6843,0.6504,0.6369,0.6519

85k,0.6875,0.6409,0.6575,0.6393

90k,0.674,0.6369,0.6488,0.6527

95k,0.6835,0.6369,0.6654,0.6409

100k,0.6756,,0.659,0.6511

105k,0.6772,,0.6732,0.674

110k,0.6669,0.6559,0.6567,0.6551

115k,0.6732,0.6456,0.6661,0.6622

120k,0.6764,0.6519,0.659,0.6519

125k,0.6985,0.6393,0.6646,0.6803

130k,0.6811,0.6614,0.659,0.6559

135k,0.6827,,0.6551,0.6677

140k,0.6867,,0.6567,0.6638

145k,0.6819,,0.6669,0.6725

150k,0.6835,,,0.6788

155k,0.6748,,0.663,0.6922

160k,0.6875,,0.6748,0.6811

165k,0.6788,,0.6725,

170k,0.6938,,0.6725,0.6717

175k,0.6938,,0.6693,0.689

180k,0.6977,,0.674,0.6685

185k,0.6875,,0.6811,0.6851

190k,0.6914,,,0.6693

195k,0.6859,,,0.6756

200k,0.6875,,,0.7017

205k,0.7072,,,0.6827

210k,0.6859,,,0.6882

215k,0.7017,,,0.6922

220k,0.704,,,0.6969

225k,0.7111,,,0.6756

230k,0.7103,,,0.7096

235k,0.704,,,0.7096

240k,0.708,,,

245k,0.6985,,,

250k,0.7127,,,

255k,0.7119,,,

260k,0.7056,,,

265k,0.704,,,

270k,0.7111,,,

275k,0.7127,,,

280k,0.7064,,,

285k,0.7096,,,

290k,,,,

300k,,,,

305k,,,,

310k,,,,

315k,,,,

320k,,,,

325k,,,,

330k,,,,

335k,,,,