{ "architecture": "MaskedReconstructionModel", "input_channels": [ "log_return", "hl_range", "oc_body", "log_vol_ratio", "session_flag", "tod_sin", "tod_cos", "dow_sin", "dow_cos" ], "d_model": 256, "n_layers": 8, "d_state": 16, "expand_factor": 2, "dropout": 0.0, "mamba_version": 3, "patch_size_bars": 5, "window_length_days": 30, "max_seq_len_bars": 10000, "mamba3": { "headdim": 64, "ngroups": 1, "rope_fraction": 0.5, "chunk_size": 64, "is_mimo": false, "mimo_rank": 4, "is_outproj_norm": false, "fuse_pregate_headwise_norm": true, "A_floor": 0.0001, "dt_min": 0.001, "dt_max": 0.1, "dt_init_floor": 0.0001 }, "pretraining": { "objective": "masked_patch_reconstruction_mse", "mask_ratio": 0.15, "mask_strategy": "random", "channel_loss_weights": [ 1.0, 1.0, 1.0, 0.001, 0.1, 1.0, 1.0, 1.0, 1.0 ], "train_end": "2023-12-31", "validation_end": "2025-08-01", "seed": 42 } }