{ "parameter_count": 244318208, "parameter_summary": { "total": 244318208, "parts": { "blocks": 141295616, "lm_head": 51511296, "other": 51511296 } }, "n_layer": 11, "n_head": 8, "n_embd": 1024, "head_dim": 128, "depth_scale_mode": "none", "core_repetitions": 1, "core_layer_count": null, "resolved_core_layer_count": null, "prelude_layer_count": null, "resolved_prelude_layer_count": null, "coda_layer_count": null, "resolved_coda_layer_count": null, "effective_depth": 11, "expected_effective_depth": 11.0, "recurrence_rmsnorm": "none", "recurrence_emb_alpha": 0.0, "decoder_inject": false, "core_residual_branch_scale": 1.0, "resolved_core_residual_branch_scale": null, "core_repetition_schedule": "none", "core_repetition_crossover_fraction": null, "core_repetition_low": 1, "core_repetition_breakpoints": null, "lsched_lr_warmup_steps": 0, "lsched_lr_change_steps": [], "dep_grow_events": [], "target_core_repetitions": 1, "final_eval_active_core_repetitions": null, "observed_train_core_repetitions_mean": null, "observed_train_core_repetitions_min": null, "observed_train_core_repetitions_max": null, "observed_train_core_repetitions_histogram": null, "recurrence_truncation_schedule": "none", "recurrence_bp_window": 0, "matrix_lr": 0.04, "embedding_lr": 0.0064, "unembedding_lr": 0.002262741699796, "lr_multiplier": 1.0, "effective_matrix_lr": 0.04, "effective_embedding_lr": 0.0064, "effective_unembedding_lr": 0.002262741699796, "weight_decay": 0.1, "matrix_weight_decay": 0.1, "embedding_weight_decay": 0.1, "unembedding_weight_decay": 0.1, "embedding_wd_skip_norm": 0.0, "adam_betas": [ 0.8, 0.99 ], "adam_eps": 1e-08, "lr_schedule": "wsd", "warmup_steps": 5, "warmdown_ratio": 0.8, "output_multiplier": 1.0, "residual_branch_multiplier": 0.5, "wte_init_std": 0.005, "uniform_init_scale": 0.5, "total_batch_size": 524288, "device_batch_size": 32, "num_epochs": 1, "estimated_num_iterations": 2822, "lr_schedule_steps": 2796, "resolved_lr_schedule_steps": 2796, "max_train_steps": 2796, "resolved_max_train_steps": 2796, "completed_epochs": 0, "seed": 42, "train_token_limit": 1480568340, "val_token_limit": 10000000, "token_limit_cutoff_devices": 8, "active_train_tokens": 1480568340, "packed_train_sequences_per_epoch": 722432, "packed_train_tokens_per_epoch": 1479540736, "active_val_packed_sequences": 4864, "active_val_packed_tokens": 9961472, "val_loss": 3.2121220638877466, "final_val_loss": 3.2121220638877466, "final_train_loss": 3.2379537281756825, "best_val_loss": 3.2121220638877466, "best_val_bpb": 1.0439614829835933, "best_val_epoch": 1.0, "train_val_per_epoch": [ { "epoch": 1, "step": 2796, "train_loss": 3.2379537281756825, "val_loss": 3.2121220638877466, "val_bpb": 1.0439614829835933 } ], "core_block_residual_rms": 3.9471282958984375, "last_train_mfu": 42.174237555934695, "last_train_tok_per_sec": 2576060, "last_train_step_time_seconds": 0.2035231590270996, "total_training_time_seconds": 571.1691019535065, "total_wall_time_seconds": 608.1850070953369, "sequence_len": 2048, "window_pattern": "L" }