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features/roberta_sst5/clsall_train.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e1ee4ca7f4e9490be6087852fef4d311444aff7df1317e439c4bd297d1110992
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size 145140183
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features/roberta_sst5/clsall_validation.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:a6e5862383b4362f077d766adfa92d7ca473ad4e7ac13a52b3fa2871cd90eb76
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size 18722318
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output/generation/clustered_inference.json
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[
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{
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"comparison": "sorted over collapsed",
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"baseline": "rmdml_only",
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"contender": "rmdsort_only",
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"n_cfgs": 16,
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"n_tasks": 4,
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"delta": 1.4306,
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"wins": 15,
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"p_config": 0.000763,
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"p_task": 0.125,
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"p_task_floor": 0.125,
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"ci_lo": 0.5276,
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"ci_hi": 2.9379,
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"covers_zero": false,
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"rank_biserial": 0.8824,
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"icc_task": 0.6405
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},
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{
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"comparison": "profile over collapsed",
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"baseline": "rmdml_only",
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"contender": "rmdcls_only",
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"n_cfgs": 16,
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"n_tasks": 4,
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"delta": 1.4528,
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"wins": 14,
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"p_config": 0.009186,
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"p_task": 0.125,
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"p_task_floor": 0.125,
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"ci_lo": 0.3432,
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"ci_hi": 3.0143,
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"covers_zero": false,
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"rank_biserial": 0.7206,
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"icc_task": 0.4916
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},
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{
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"comparison": "trajectory over profile",
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"baseline": "rmdcls_only",
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"contender": "rc_trajC",
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"n_cfgs": 16,
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"n_tasks": 4,
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"delta": 0.7975,
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"wins": 13,
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"p_config": 0.001312,
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"p_task": 0.25,
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"p_task_floor": 0.125,
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"ci_lo": 0.1589,
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"ci_hi": 1.5176,
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"covers_zero": false,
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"rank_biserial": 0.8529,
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"icc_task": 0.3877
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},
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{
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"comparison": "profile over raw CLS",
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| 55 |
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"baseline": "clslast_only",
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| 56 |
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"contender": "rmdcls_only",
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| 57 |
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"n_cfgs": 16,
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"n_tasks": 4,
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"delta": 1.3661,
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"wins": 11,
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| 61 |
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"p_config": 0.010986,
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"p_task": 0.25,
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| 63 |
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"p_task_floor": 0.125,
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| 64 |
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"ci_lo": 0.2214,
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| 65 |
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"ci_hi": 2.8062,
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| 66 |
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"covers_zero": false,
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| 67 |
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"rank_biserial": 0.7059,
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| 68 |
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"icc_task": 0.6546
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| 69 |
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},
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| 70 |
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{
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| 71 |
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"comparison": "MT over raw CLS",
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| 72 |
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"baseline": "clslast_only",
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| 73 |
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"contender": "rc_trajC",
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| 74 |
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"n_cfgs": 16,
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| 75 |
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"n_tasks": 4,
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| 76 |
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"delta": 2.1636,
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| 77 |
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"wins": 16,
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| 78 |
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"p_config": 3.1e-05,
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"p_task": 0.125,
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"p_task_floor": 0.125,
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| 81 |
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"ci_lo": 1.4557,
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| 82 |
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"ci_hi": 3.3287,
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"covers_zero": false,
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"rank_biserial": 1.0,
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| 85 |
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"icc_task": 0.5167
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| 86 |
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},
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| 87 |
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{
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| 88 |
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"comparison": "profile over matched raw",
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| 89 |
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"baseline": "clsall_only",
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| 90 |
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"contender": "rmdcls_only",
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| 91 |
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"n_cfgs": 9,
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"n_tasks": 3,
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| 93 |
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"delta": 0.3838,
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"wins": 5,
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"p_config": 0.910156,
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"p_task": 0.75,
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"p_task_floor": 0.25,
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"ci_lo": -0.7837,
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"ci_hi": 6.2234,
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"covers_zero": true,
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"rank_biserial": -0.0667,
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"icc_task": 0.7617
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| 103 |
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},
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| 104 |
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{
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| 105 |
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"comparison": "MT over matched raw",
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| 106 |
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"baseline": "clsall_only",
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| 107 |
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"contender": "rc_trajC",
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| 108 |
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"n_cfgs": 9,
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| 109 |
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"n_tasks": 3,
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"delta": 1.6994,
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"wins": 7,
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"p_config": 0.039062,
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"p_task": 0.25,
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"p_task_floor": 0.25,
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"ci_lo": 1.0643,
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"ci_hi": 6.5743,
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"covers_zero": false,
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"rank_biserial": 0.7778,
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"icc_task": 0.6324
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},
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{
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"comparison": "profile over attention",
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"baseline": "single_v1",
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"contender": "rmdcls_only",
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"ci_lo": -0.5851,
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"ci_hi": 3.1763,
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"rank_biserial": 0.4559,
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"icc_task": 0.7724
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}
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]
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