{ "name": "mem2k_k128_base", "args": { "name": "mem2k_k128_base", "task": "mem2k", "minutes": 60.0, "k": 128, "leak": 0.05, "slow_block": 0.0, "slow_cap": 0.02, "slow_gain": "ema", "lr": 0.002, "ladrop": 0.5, "seed": 20260913, "eval_min": 15.0 }, "steps": 531286, "updates": 4384, "minutes": 60.2, "field_cap_fraction": 0.0, "nan": false, "leak_min_mean_max": [ 0.0702, 0.1195, 0.2085 ], "dynamics": { "coupling_scale": 1.32277250289917, "energy_decay": 0.3658912181854248, "phase_sync": 0.9930660128593445 }, "final_tf_ce": 0.009058386027286713, "regen_bytes_past_prefix": 10, "regen_head": "Utilisateur: Tu me comprends ?\nAssistant: Oui, je comprends bien.\n\nUtilisateur: Tu habites où ?\nAssistant: Je suis d'accord avec toi.\nUtilisateur: Qu'est-ce que tu proposes ?\nAssistant: Oui, tout à fait.\n\nUtilisateur: Bonne nuit\nAssistant: Bonne nuit, dors bien.\nUtilisateur: Tu veux qu'on recommence", "log": [ { "min": 0, "tf_ce": 5.887555928006499 }, { "min": 15.2, "step": 133791, "updates": 1104, "cap_frac": 0.0, "leak_min_mean_max": [ 0.0608, 0.0801, 0.1045 ], "tf_ce": 0.19140103516566778, "regen": 14 }, { "min": 30.0, "step": 267582, "updates": 2208, "cap_frac": 0.0, "leak_min_mean_max": [ 0.0715, 0.1026, 0.1483 ], "tf_ce": 0.05857366553096682, "regen": 135 }, { "min": 45.2, "step": 395556, "updates": 3264, "cap_frac": 0.0, "leak_min_mean_max": [ 0.0705, 0.1125, 0.1835 ], "tf_ce": 0.019095802991886845, "regen": 268 }, { "min": 60.0, "step": 531286, "updates": 4384, "cap_frac": 0.0, "leak_min_mean_max": [ 0.0702, 0.1195, 0.2085 ], "tf_ce": 0.009058386027286713, "regen": 10 } ], "checkpoint": "checkpoints/mix_long_memory_bench/mem2k_k128_base.pt" }