{ "model_type": "MultiXiPARFLM", "model_family": "semsimula-splm", "vocab_size": 50257, "d": 256, "n_layers": 8, "v_hidden": 1024, "v_depth": 3, "max_len": 1024, "block_size": 512, "gamma": 0.30, "xi_channels": 8, "xi_alpha_inits": "log_spaced", "v_phi_kind": "structural_competitive", "v_phi_hidden": 128, "top_k": 8, "gumbel_tau_start": 1.0, "gumbel_tau_end": 0.1, "mass_model": "logfreq", "integrator": "semi_implicit_euler", "ln_after_step": true, "use_gathered_v_phi": true, "use_layer_checkpoint": true, "total_parameters": 17632215, "best_val_ppl": 12.06, "training_steps": 8000, "dataset": "roneneldan/TinyStories" }