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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,0.747,,0.7378,0.7318

10k,0.765,0.7573,0.7557,0.7612

15k,0.7775,0.7628,0.7769,0.7655

20k,0.7807,0.7671,0.7709,0.784

25k,0.7878,,0.7913,0.7791

30k,0.7862,0.778,0.7829,0.7889

35k,0.7933,0.7769,0.7824,0.7987

40k,0.7905,,0.7943,0.7878

45k,0.7982,0.7786,0.7829,0.7949

50k,0.7992,0.7775,0.7943,0.7933

55k,0.8079,0.7786,0.7884,0.7943

60k,0.7922,0.7818,0.7905,0.8003

65k,0.7976,0.79,0.7835,0.7943

70k,0.8052,0.7916,0.79,0.7976

75k,0.803,0.7878,0.8079,0.802

80k,0.7971,0.7829,0.7992,0.7933

85k,0.8003,0.8014,0.7949,0.7965

90k,0.7976,0.7873,0.7856,0.7998

95k,0.8041,0.7905,0.7954,0.8003

100k,0.8069,,0.7998,0.8009

105k,0.8074,,0.8063,0.796

110k,0.8085,0.7856,0.7938,0.7998

115k,0.8118,0.7911,0.8041,0.8052

120k,0.8074,0.7982,0.8025,0.7949

125k,0.8107,0.8009,0.8047,0.8003

130k,0.8079,0.7916,0.8014,0.7922

135k,0.8074,,0.8052,0.8014

140k,0.8123,,0.8063,0.7987

145k,0.8069,,0.8052,0.803

150k,0.8058,,,0.7987

155k,0.8096,,0.7954,0.8107

160k,0.8101,,0.802,0.8079

165k,0.8112,,0.8058,0.8101

170k,,,0.8041,0.8036

175k,0.8194,,0.7982,0.8118

180k,0.8118,,0.8025,0.8172

185k,0.8259,,0.8036,0.8096

190k,0.8139,,,0.8128

195k,0.8188,,,0.8161

200k,0.8112,,,0.8128

205k,0.8188,,,0.8177

210k,0.8188,,,0.8161

215k,0.8188,,,0.8085

220k,0.8199,,,0.8096

225k,0.8199,,,0.8134

230k,0.8172,,,0.8134

235k,0.8199,,,0.8205

240k,0.8166,,,

245k,0.8215,,,

250k,0.8172,,,

255k,0.8254,,,

260k,0.8215,,,

265k,0.821,,,

270k,0.8145,,,

275k,0.8161,,,

280k,0.8248,,,

285k,0.821,,,

290k,,,,

300k,,,,

305k,,,,

310k,,,,

315k,,,,

320k,,,,

325k,,,,

330k,,,,

335k,,,,