Download result.json from CharlieChen/loop-deep-vanilla-d14: direct link, hf CLI and curl.
- Browser
- Download file 3.37 kB
-
https://huggingface.co/CharlieChen/loop-deep-vanilla-d14/resolve/main/result.json
- Command line
-
hf download hf://CharlieChen/loop-deep-vanilla-d14/result.json
-
curl -L -o result.json https://huggingface.co/CharlieChen/loop-deep-vanilla-d14/resolve/main/result.json
3.37 kB
| { | |
| "parameter_count": 921174016, | |
| "parameter_summary": { | |
| "total": 921174016, | |
| "parts": { | |
| "blocks": 740884480, | |
| "lm_head": 90144768, | |
| "other": 90144768 | |
| } | |
| }, | |
| "n_layer": 19, | |
| "n_head": 14, | |
| "n_embd": 1792, | |
| "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": 19, | |
| "expected_effective_depth": 19.0, | |
| "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": 0.015797555869623347, | |
| "embedding_lr": 0.0025276089391397354, | |
| "unembedding_lr": 0.0008936447105263453, | |
| "lr_multiplier": 1.0, | |
| "effective_matrix_lr": 0.015797555869623347, | |
| "effective_embedding_lr": 0.0025276089391397354, | |
| "effective_unembedding_lr": 0.0008936447105263453, | |
| "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": 16, | |
| "num_epochs": 1, | |
| "estimated_num_iterations": 10642, | |
| "lr_schedule_steps": 10542, | |
| "resolved_lr_schedule_steps": 10542, | |
| "max_train_steps": 10542, | |
| "resolved_max_train_steps": 10542, | |
| "completed_epochs": 0, | |
| "seed": 42, | |
| "train_token_limit": 5582314536, | |
| "val_token_limit": 10000000, | |
| "token_limit_cutoff_devices": 16, | |
| "active_train_tokens": 5582314536, | |
| "packed_train_sequences_per_epoch": 2724352, | |
| "packed_train_tokens_per_epoch": 5579472896, | |
| "active_val_packed_sequences": 4864, | |
| "active_val_packed_tokens": 9961472, | |
| "val_loss": 2.819386733205695, | |
| "final_val_loss": 2.819386733205695, | |
| "final_train_loss": 2.8360506560565826, | |
| "best_val_loss": 2.819386733205695, | |
| "best_val_bpb": 0.9163250522239236, | |
| "best_val_epoch": 1.0, | |
| "train_val_per_epoch": [ | |
| { | |
| "epoch": 1, | |
| "step": 10542, | |
| "train_loss": 2.8360506560565826, | |
| "val_loss": 2.819386733205695, | |
| "val_bpb": 0.9163250522239236 | |
| } | |
| ], | |
| "core_block_residual_rms": 2.8195390701293945, | |
| "last_train_mfu": 48.308853593030776, | |
| "last_train_tok_per_sec": 707190, | |
| "last_train_step_time_seconds": 0.7413673400878906, | |
| "total_training_time_seconds": 7833.098215818405, | |
| "total_wall_time_seconds": 7943.877599239349, | |
| "sequence_len": 2048, | |
| "window_pattern": "L" | |
| } | |