{ "problems": 256, "samples": 512, "acc": 0.494140625, "acc_se": 0.028288931544680946, "cut_share": 0.466796875, "mean_tokens": 20117.046875, "closed_share": 0.609375, "p_finish": 0.533203125, "p_correct_given_finished": 0.9194139194139194, "p_correct_given_cut": 0.008368200836820083, "no_answer_finished_share": 0.001953125, "loop_end_share_of_cut": 0.8702928870292888, "tail_dup8_cut_mean": 0.8428794979079498, "median_tokens_correct": 6930, "by_source": { "gsm8k": { "problems": 128, "samples": 256, "acc": 0.62890625, "acc_se": 0.03852203620415812, "cut_share": 0.30078125, "mean_tokens": 15767.94140625 }, "math": { "problems": 128, "samples": 256, "acc": 0.359375, "acc_se": 0.037996022313054996, "cut_share": 0.6328125, "mean_tokens": 24466.15234375 } }, "run": { "name": "dev/all2", "model": "qwen35-all2", "data": "dev256", "n": 2, "shards": 1, "est": 10 }, "sampling": { "temperature": 0.6, "top_p": 0.95, "top_k": 20, "presence_penalty": 1.5, "repetition_penalty": 1.0, "max_tokens": 32768, "thinking": true }, "edit_note": { "name": "all2", "spec": { "about": "the agent's second try: mirror the loop component in every neuron", "layers": { "15": { "alpha": 2, "cols": "all" }, "19": { "alpha": 2, "cols": "all" } } }, "built": { "15": { "alpha": 2.0, "n_cols": 3584, "dir": "released", "relative_change": 0.0705324038863182 }, "19": { "alpha": 2.0, "n_cols": 3584, "dir": "released", "relative_change": 0.06749952584505081 } }, "edited_sha256": { "model.language_model.layers.15.mlp.down_proj.weight": "ab3f4a8ec3f3f44aa410038ca1541b0da2fc3061d03b246b04e9804c360d6e2c", "model.language_model.layers.19.mlp.down_proj.weight": "670e4268823c18019531bf7b93bc0201e9e5fc45affdaee847a899116533d60a" } }, "tokens_total": 10299928, "gpu_seconds": 1688, "tok_per_s_per_gpu": 6271 }