{ "_n_gpu": 1, "adafactor": false, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "architectures": [ "netFoundLanguageModelling" ], "attention_probs_dropout_prob": 0.1, "auto_find_batch_size": false, "average_tokens_across_devices": true, "batch_eval_metrics": false, "bf16": true, "bf16_full_eval": false, "bos_token_id": 65537, "classifier_dropout": null, "compile": false, "dataloader_drop_last": false, "dataloader_num_workers": 64, "dataloader_persistent_workers": true, "dataloader_pin_memory": true, "dataloader_prefetch_factor": 8, "ddp_timeout": 1800, "debug": [], "direction_loss_weight": 1.0, "disable_tqdm": false, "do_eval": true, "do_predict": false, "do_train": true, "dtype": "float32", "encoder_layout": null, "eos_token_id": 65540, "eval_delay": 0, "eval_do_concat_batches": true, "eval_on_start": false, "eval_steps": 5000, "eval_strategy": "steps", "eval_use_gather_object": false, "flat": false, "fp16": false, "fp16_backend": "auto", "fp16_full_eval": false, "fp16_opt_level": "O1", "fsdp": [], "fsdp_config": { "min_num_params": 0, "xla": false, "xla_fsdp_grad_ckpt": false, "xla_fsdp_v2": false }, "fsdp_min_num_params": 0, "full_determinism": false, "gradient_accumulation_steps": 1, "gradient_checkpointing": false, "group_by_length": false, "half_precision_backend": "auto", "hidden_activation": "gelu_new", "hidden_dropout_prob": 0.1, "hidden_size": 512, "hub_always_push": false, "hub_strategy": "every_save", "ignore_data_skip": true, "include_for_metrics": [], "include_inputs_for_metrics": false, "include_num_input_tokens_seen": "all", "include_tokens_per_second": true, "initializer_range": 0.02, "intermediate_size": 768, "jit_mode_eval": false, "label_smoothing_factor": 0.0, "layer_norm_eps": 1e-12, "learning_rate": 0.0001, "length_column_name": "length", "limit_bursts": false, "load_best_model_at_end": false, "local_rank": 0, "log_level": "passive", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "/global/homes/k/kell/scratch/ucsb_big_data/pretraining/models/netfound-small-pretrain-march2/runs/Mar02_13-55-15_nid002680", "logging_first_step": false, "logging_nan_inf_filter": true, "logging_steps": 5000, "logging_strategy": "steps", "lr_scheduler_kwargs": { "num_decay_steps": 500 }, "lr_scheduler_type": "warmup_stable_decay", "max_burst_length": 73, "max_bursts": 12, "max_grad_norm": 1.0, "max_position_embeddings": 73, "max_steps": 45000, "metaFeatures": 4, "metadata_loss_weight": 1.0, "mlm_loss_weight": 1.0, "mlm_probability": 0.3, "mlp_bias": false, "mlp_dropout": 0.1, "model_max_length": 876, "model_name_or_path": "/global/homes/k/kell/scratch/ucsb_big_data/debug_pretraining/netfound-small-pretrain-feb28-long/checkpoint-45000", "model_type": "netFound", "mp_parameters": "", "no_cuda": false, "no_direction_loss": false, "no_meta": false, "no_metadata_loss": false, "no_mlm": false, "no_swapped_bursts": false, "norm_bias": false, "norm_eps": 1e-05, "num_attention_heads": 4, "num_hidden_layers": 4, "num_train_epochs": 3.0, "optim": "adamw_torch_fused", "output_dir": "/global/homes/k/kell/scratch/ucsb_big_data/pretraining/models/netfound-small-pretrain-march2/", "overwrite_output_dir": false, "p": 0.0, "pad_token_id": 0, "past_index": -1, "per_device_eval_batch_size": 26, "per_device_train_batch_size": 26, "position_embedding_type": "absolute", "prediction_loss_only": false, "pretraining": true, "project": "huggingface", "push_to_hub": false, "ray_scope": "last", "remove_unused_columns": true, "rep_output_path": null, "report_to": [ "tensorboard" ], "restore_callback_states_from_checkpoint": false, "roformer": true, "rotary_value": false, "save_on_each_node": false, "save_only_model": false, "save_safetensors": true, "save_steps": 5000, "save_strategy": "steps", "seed": 42, "size": "small", "skip_memory_metrics": true, "streaming": true, "strip_payload": true, "subflow_bursts": 3, "subflow_len": -1, "swap_loss_weight": 1.0, "swap_rate": 0.5, "test_dir": "/global/homes/k/kell/scratch/ucsb_big_data/small_test", "torch_compile": false, "tpu_metrics_debug": false, "trackio_space_id": "trackio", "train_dir": "/global/homes/k/kell/scratch/ucsb_big_data/ready_train_data", "transformers_version": "4.57.3", "type_vocab_size": 2, "use_cache": true, "use_cpu": false, "use_flash_attn": false, "use_legacy_prediction_loop": false, "use_liger_kernel": false, "use_mps_device": false, "vocab_size": 65600, "warmup_ratio": 0.0, "warmup_steps": 500, "weight_decay": 0.0 }