model_id stringlengths 19 121 | model_role stringclasses 5
values | provenance_family stringclasses 35
values | parents stringclasses 328
values | rung stringclasses 108
values | operator stringclasses 52
values | experiment stringclasses 17
values | benchmark stringclasses 84
values | metric stringclasses 13
values | value float64 -5.09 348 | chance float64 0 50 ⌀ | n float64 273 67k ⌀ | source_dataset stringclasses 7
values | notes stringclasses 92
values | metric_kind stringclasses 6
values | unit stringclasses 7
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mergebench:Llama-3.1-8B-Instruct|RegMean | merged | Llama-3.1-8B-Instruct | Llama-3.1-8B-Instruct: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 89.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B-Instruct|TIES | merged | Llama-3.1-8B-Instruct | Llama-3.1-8B-Instruct: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 90.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B-Instruct|Task arithmetic | merged | Llama-3.1-8B-Instruct | Llama-3.1-8B-Instruct: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 79.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|Consensus TA | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 60.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|DARE | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 55.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|Dataless L&S | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 79.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|Fisher Merging | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 76 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|L&S | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 63.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|Model soup | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 71 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|RegMean | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 67.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|TIES | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 61.9 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.1-8B|Task arithmetic | merged | Llama-3.1-8B | Llama-3.1-8B: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 59 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|Consensus TA | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 80 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|DARE | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 94 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|Dataless L&S | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 85.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|Fisher Merging | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 85.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|L&S | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 83.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|Model soup | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 84.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|RegMean | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 87.5 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|TIES | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 94.5 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B-Instruct|Task arithmetic | merged | Llama-3.2-3B-Instruct | Llama-3.2-3B-Instruct: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 80.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|Consensus TA | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 48.2 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|DARE | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 44.9 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|Dataless L&S | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 37.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|Fisher Merging | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 35.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|L&S | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 41.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|Model soup | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 39.2 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|RegMean | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 71.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|TIES | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 40.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:Llama-3.2-3B|Task arithmetic | merged | Llama-3.2-3B | Llama-3.2-3B: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 46.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|Consensus TA | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 81 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|DARE | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 74.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|Dataless L&S | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 79.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|Fisher Merging | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 76.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|L&S | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 79 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|Model soup | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 81.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|RegMean | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 83.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|TIES | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 76.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b-it|Task arithmetic | merged | gemma-2-2b-it | gemma-2-2b-it: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 81.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|Consensus TA | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 61.9 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|DARE | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 39.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|Dataless L&S | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 65 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|Fisher Merging | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 58.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|L&S | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 61.9 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|Model soup | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 52.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|RegMean | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 56.8 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|TIES | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 38.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-2b|Task arithmetic | merged | gemma-2-2b | gemma-2-2b: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 45.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|Consensus TA | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 77.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|DARE | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 62.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|Dataless L&S | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 79 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|Fisher Merging | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 74.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|L&S | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 69.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|Model soup | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 68.2 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|RegMean | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 73.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|TIES | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 71.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b-it|Task arithmetic | merged | gemma-2-9b-it | gemma-2-9b-it: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 75.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|Consensus TA | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | Consensus TA | mergebench_published_outcomes | Safety | benchmark_score_pct | 72.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|DARE | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | DARE | mergebench_published_outcomes | Safety | benchmark_score_pct | 73.2 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|Dataless L&S | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | Dataless L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 68.1 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|Fisher Merging | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | Fisher Merging | mergebench_published_outcomes | Safety | benchmark_score_pct | 81.7 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|L&S | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | L&S | mergebench_published_outcomes | Safety | benchmark_score_pct | 72.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|Model soup | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | Model soup | mergebench_published_outcomes | Safety | benchmark_score_pct | 70.6 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|RegMean | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | RegMean | mergebench_published_outcomes | Safety | benchmark_score_pct | 84.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|TIES | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | TIES | mergebench_published_outcomes | Safety | benchmark_score_pct | 75.3 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
mergebench:gemma-2-9b|Task arithmetic | merged | gemma-2-9b | gemma-2-9b: all 5 domain experts | 5-expert merge | Task arithmetic | mergebench_published_outcomes | Safety | benchmark_score_pct | 74.4 | null | null | Mergeability-2/mergebench-property-sweep | published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined. | benchmark_score | percent_0_100 |
RECON:en_el:100:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=100.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.130829 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:10:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=10.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.221846 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:25:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=25.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.074629 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:33:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=33.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.019508 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 8.913833 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:100:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=100.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 8.905946 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:10:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=10.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.046599 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:10:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=10.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 10.050169 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:20:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=20.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.602 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:20:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=20.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 9.600392 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:25:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=25.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.456176 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:25:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=25.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 9.452557 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:33:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=33.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.307967 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:33:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=33.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 9.303435 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:50:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=50.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.085877 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:50:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=50.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 9.078075 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:66:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=66.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 8.951383 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:66:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=66.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 8.943798 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:75:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk=75.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 8.926729 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:50:75:trained | jointly_trained | Goldfish en_el | null | alpha=50.0,topk=75.0 | null | goldfish_crosslingual | held_out[el] | nats_per_token | 8.919005 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:66:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=66.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 8.918031 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:75:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=75.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 8.940999 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
RECON:en_el:90:100:merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=90.0,topk=100.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 9.0227 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=reconstructed; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha10-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=10.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha100-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=100.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha25-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=25.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha33-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=33.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha50-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=50.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha66-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=66.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha75-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=75.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el-alpha90-TOKENWISE_MERGE | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=90.0,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.315835 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el_merge-merged | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk= | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.315835 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el_merge-trained | jointly_trained | Goldfish en_el | null | alpha=,topk= | null | goldfish_crosslingual | held_out[el] | nats_per_token | 10.312775 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=trained. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. 'trained' = a model trained directly on the mixture, the merge's comparator. | LIKELIHOOD, not accuracy | likelihood | nats/token |
suchirsalhan/en_el_merge_top10-merged-top10 | merged | Goldfish en_el | goldfish[en]|goldfish[el] | alpha=,topk=10.0 | merged | goldfish_crosslingual | held_out[el] | nats_per_token | 10.33516 | null | 500 | suchirsalhan/goldfish-crosslingual-cka | config=as-uploaded; arm=merged. NLL only -- the CKA columns in the source are an intrinsic representation-similarity diagnostic and are not extrinsic evaluations. | LIKELIHOOD, not accuracy | likelihood | nats/token |
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