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5-shot,FineWeb-1.5T,Ours-Base,Ours-Upsampling2,All-Upsampling1
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time: 76 min,Llama-8x8B-seq8192,Llama-8x8B-seq8192,Llama-8x8B-seq8192,Llama-8x8B-seq8192
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5k,0.1025,0.1232,0.126,
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10k,0.2073,,0.115,0.2604
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15k,0.3005,,0.1872,0.3244
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20k,0.3506,0.2795,0.2719,0.3637
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25k,0.307,,0.4093,0.412
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30k,0.2461,0.2974,0.4195,0.4294
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35k,0.3639,0.3572,0.3587,0.4428
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40k,0.3537,0.0346,0.4434,0.4623
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45k,0.3602,0.2674,0.4366,0.4792
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50k,0.2407,0.3689,0.4051,0.4795
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55k,0.2081,0.4101,0.323,0.494
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60k,0.4068,0.4107,0.4469,0.513
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65k,0.3145,0.4477,0.4907,0.5087
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70k,0.4102,0.4736,0.492,0.5129
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75k,0.282,0.4226,0.2245,0.5042
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80k,0.0975,0.4217,,0.5301
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85k,0.0722,0.4763,0.5029,0.535
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90k,0.3388,0.1472,0.0317,0.522
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95k,0.5283,0.4938,0.518,0.5446
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100k,0.4317,0.11,0.5358,0.5514
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105k,0.1886,,0.5153,0.5562
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110k,0.351,,0.5182,0.5654
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115k,0.3692,0.4759,0.5132,0.5577
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120k,0.369,0.4352,0.5483,0.5658
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125k,0.3365,0.5206,0.5211,0.5658
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130k,0.355,0.0088,0.5245,0.5609
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135k,0.3892,,0.3977,0.5774
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140k,0.393,,0.4991,0.5675
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145k,0.4538,,0.4872,0.5639
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150k,0.2883,,,0.5844
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155k,0.4185,,0.1586,0.5755
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160k,0.272,,0.563,0.5864
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165k,0.4252,,0.5642,0.5853
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170k,0.1507,,0.5739,
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175k,0.3242,,0.564,0.5979
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180k,0.2653,,0.5912,0.6054
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185k,0.2651,,0.5852,0.6064
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190k,0.238,,,0.5996
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195k,0.4048,,,0.6243
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200k,0.5058,,,0.6248
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205k,0.0945,,,0.6224
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210k,0.1557,,,0.6311
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215k,0.2483,,,0.6293
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220k,0.1725,,,0.6375
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225k,0.2467,,,0.634
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230k,0.1653,,,0.6436
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235k,0.1884,,,0.6411
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240k,0.0719,,,
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245k,0.3757,,,
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250k,0.5859,,,
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255k,0.4987,,,
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260k,0.394,,,
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265k,0.3607,,,
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270k,0.3898,,,
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275k,0.4123,,,
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280k,0.2413,,,
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285k,0.3665,,,
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290k,,,,
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300k,,,,
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305k,,,,
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310k,,,,
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315k,,,,
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320k,,,,
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325k,,,,
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330k,,,,
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335k,,,, |