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hpsearch/README.md

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+-full is on full validation set
+without full is only on the first file of the C4 validation files (see code)

hpsearch/mup-200m-100m-e1.json

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+{"eval_loss": 7.665150165557861, "eval_runtime": 909.594, "eval_samples_per_second": 23.078, "eval_steps_per_second": 2.885, "epoch": 1.0}

hpsearch/mup-200m-100m-e2-i01.json

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+{"eval_loss": 6.010410308837891, "eval_runtime": 915.2669, "eval_samples_per_second": 22.935, "eval_steps_per_second": 2.867, "epoch": 1.0}

hpsearch/mup-200m-100m-e2.json

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+{"eval_loss": 6.53636360168457, "eval_runtime": 916.8192, "eval_samples_per_second": 22.897, "eval_steps_per_second": 2.862, "epoch": 1.0}

hpsearch/mup-200m-100m-e3-i01-full.json

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+{"eval_loss": 22.46194076538086, "eval_runtime": 35795.6601, "eval_samples_per_second": 4.733, "eval_steps_per_second": 0.148}

hpsearch/mup-200m-100m-e3-i01.json

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+{"eval_loss": 5.8184638023376465, "eval_runtime": 906.7236, "eval_samples_per_second": 23.151, "eval_steps_per_second": 2.894, "epoch": 1.0}

hpsearch/mup-200m-100m-e3-i1-full.json

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+{"eval_loss": 18.58588981628418, "eval_runtime": 7231.7155, "eval_samples_per_second": 23.426, "eval_steps_per_second": 0.732}

hpsearch/mup-200m-100m-e3-i1.json

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+{"eval_loss": 9.409269332885742, "eval_runtime": 914.7183, "eval_samples_per_second": 22.949, "eval_steps_per_second": 2.869, "epoch": 1.0}

hpsearch/mup-200m-100m-e3.json

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+{"eval_loss": 6.4102959632873535, "eval_runtime": 906.4864, "eval_samples_per_second": 23.158, "eval_steps_per_second": 2.895, "epoch": 1.0}

hpsearch/mup-200m-100m-e4-i01.json

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+{"eval_loss": 6.914369106292725, "eval_runtime": 906.0835, "eval_samples_per_second": 23.168, "eval_steps_per_second": 2.896, "epoch": 1.0}

hpsearch/mup-200m-100m-e4.json

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+{"eval_loss": 7.395822525024414, "eval_runtime": 906.1702, "eval_samples_per_second": 23.166, "eval_steps_per_second": 2.896, "epoch": 1.0}

hpsearch/mup-800m-100m-e3-i01-full.json

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+{"eval_loss": 15.644495010375977, "eval_runtime": 19638.4968, "eval_samples_per_second": 8.627, "eval_steps_per_second": 0.27}

hpsearch/mup-800m-100m-e3-i01.json

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+{"eval_loss": 6.002735137939453, "eval_runtime": 2438.2284, "eval_samples_per_second": 8.61, "eval_steps_per_second": 1.076, "epoch": 1.0}

mup-1b-100m-e3-full.json

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+{"eval_loss": 10.503863334655762, "eval_runtime": 35656.762, "eval_samples_per_second": 4.751, "eval_steps_per_second": 0.148, "epoch": 0.01}

mup-200m-100m-e3-full.json

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+{"eval_loss": 10.863893508911133, "eval_runtime": 35678.3953, "eval_samples_per_second": 4.748, "eval_steps_per_second": 0.148}

mup-2b-100m-e3-full.json

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+{"eval_loss": 9.270681381225586, "eval_runtime": 46206.7705, "eval_samples_per_second": 3.666, "eval_steps_per_second": 0.229}

mup-2b5-100m-e3-full.json

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+{"eval_loss": 6.969681739807129, "eval_runtime": 14651.8437, "eval_samples_per_second": 11.563, "eval_steps_per_second": 0.723, "epoch": 1.0}

mup-3b-100m-e3-full.json

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+{"eval_loss": 6.870556831359863, "eval_runtime": 16069.3588, "eval_samples_per_second": 10.543, "eval_steps_per_second": 0.659, "epoch": 1.0}

mup-3b5-100m-e3-full.json

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+{"eval_loss": 6.883823394775391, "eval_runtime": 16717.2968, "eval_samples_per_second": 10.134, "eval_steps_per_second": 0.633, "epoch": 1.0}

mup-800m-100m-e3-full.json

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+{"eval_loss": 10.501672744750977, "eval_runtime": 19631.6072, "eval_samples_per_second": 8.63, "eval_steps_per_second": 0.27, "epoch": 0.01}

sp-1b-100m-full.json

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+{"eval_loss": 6.1667280197143555, "eval_runtime": 8578.9191, "eval_samples_per_second": 19.747, "eval_steps_per_second": 0.617, "epoch": 1.0}

sp-200m-100m-full.json

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+{"eval_loss": 6.089192867279053, "eval_runtime": 3115.999, "eval_samples_per_second": 54.368, "eval_steps_per_second": 1.699, "epoch": 1.0}

sp-2b-100m-full.json

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+{"eval_loss": 6.237752437591553, "eval_runtime": 13037.1566, "eval_samples_per_second": 12.995, "eval_steps_per_second": 0.812, "epoch": 1.0}

sp-2b5-100m-full.json

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+{"eval_loss": 6.889861106872559, "eval_runtime": 14558.433, "eval_samples_per_second": 11.637, "eval_steps_per_second": 0.727, "epoch": 1.0}

sp-3b-100m-full.json

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+{"eval_loss": 6.8162312507629395, "eval_runtime": 16065.6115, "eval_samples_per_second": 10.545, "eval_steps_per_second": 0.659, "epoch": 1.0}

sp-3b5-100m-full.json

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+{"eval_loss": 6.9612226486206055, "eval_runtime": 16675.6635, "eval_samples_per_second": 10.159, "eval_steps_per_second": 0.635, "epoch": 1.0}

sp-800m-100m-full.json

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+{"eval_loss": 6.139115810394287, "eval_runtime": 6492.8739, "eval_samples_per_second": 26.092, "eval_steps_per_second": 0.816, "epoch": 1.0}