CMA-8M / benchmark_results.json
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Benchmark-selected step 40000: Open SLM average 36.21%
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{
"step": 40000,
"parameters": 7849161,
"lm_eval_version": "0.4.12",
"num_fewshot": 0,
"leaderboard_accuracy": {
"arc_easy": 0.35353535353535354,
"arc_challenge": 0.23293515358361774,
"hellaswag": 0.2819159529974109,
"piqa": 0.5821545157780196
},
"lm_eval_metric_policy": "acc_norm when available, otherwise acc",
"selection_metric": "open_slm_leaderboard_average",
"arithmark_2.0": {
"acc": 0.2912,
"correct": 728,
"total": 2500,
"by_operator_count": {
"1": {
"acc": 0.2848,
"correct": 356,
"total": 1250
},
"2": {
"acc": 0.3253333333333333,
"correct": 244,
"total": 750
},
"3": {
"acc": 0.256,
"correct": 128,
"total": 500
}
}
},
"arc_average": 0.29323525355948565,
"open_slm_leaderboard_average": 0.36212643058372906,
"average_formula": "(hellaswag + mean(arc_easy, arc_challenge) + piqa + arithmark_2.0) / 4",
"validation": {
"loss": 2.9902732021203575,
"perplexity": 19.89111604438146,
"normalized_bpb": 1.3520133424151615,
"tokens": 358911,
"normalized_utf8_bytes": 1145226
}
}