| { | |
| "output_dir": "./output/train-styledistance-model/_checkpoints", | |
| "overwrite_output_dir": false, | |
| "do_train": false, | |
| "do_eval": true, | |
| "do_predict": false, | |
| "evaluation_strategy": "epoch", | |
| "prediction_loss_only": false, | |
| "per_device_train_batch_size": 128, | |
| "per_device_eval_batch_size": 128, | |
| "per_gpu_train_batch_size": null, | |
| "per_gpu_eval_batch_size": null, | |
| "gradient_accumulation_steps": 1, | |
| "eval_accumulation_steps": 1, | |
| "eval_delay": 0, | |
| "learning_rate": 0.0001, | |
| "weight_decay": 0.01, | |
| "adam_beta1": 0.9, | |
| "adam_beta2": 0.999, | |
| "adam_epsilon": 1e-08, | |
| "max_grad_norm": 1.0, | |
| "num_train_epochs": 20, | |
| "max_steps": -1, | |
| "lr_scheduler_type": "linear", | |
| "lr_scheduler_kwargs": {}, | |
| "warmup_ratio": 0.0, | |
| "warmup_steps": 0, | |
| "log_level": "passive", | |
| "log_level_replica": "warning", | |
| "log_on_each_node": true, | |
| "logging_dir": "./output/train-styledistance-model/_checkpoints/runs/Jul21_15-20-10_nlpgpu04.seas.upenn.edu", | |
| "logging_strategy": "steps", | |
| "logging_first_step": false, | |
| "logging_steps": 1, | |
| "logging_nan_inf_filter": true, | |
| "save_strategy": "epoch", | |
| "save_steps": 500, | |
| "save_total_limit": 1, | |
| "save_safetensors": false, | |
| "save_on_each_node": false, | |
| "save_only_model": false, | |
| "no_cuda": false, | |
| "use_cpu": false, | |
| "use_mps_device": false, | |
| "seed": 42, | |
| "data_seed": null, | |
| "jit_mode_eval": false, | |
| "use_ipex": false, | |
| "bf16": false, | |
| "fp16": false, | |
| "fp16_opt_level": "O1", | |
| "half_precision_backend": "auto", | |
| "bf16_full_eval": false, | |
| "fp16_full_eval": false, | |
| "tf32": null, | |
| "local_rank": 0, | |
| "ddp_backend": null, | |
| "tpu_num_cores": null, | |
| "tpu_metrics_debug": false, | |
| "debug": [], | |
| "dataloader_drop_last": false, | |
| "eval_steps": null, | |
| "dataloader_num_workers": 0, | |
| "dataloader_prefetch_factor": null, | |
| "past_index": -1, | |
| "run_name": "DataDreamer - Train StyleDistance Model", | |
| "disable_tqdm": true, | |
| "remove_unused_columns": false, | |
| "label_names": null, | |
| "load_best_model_at_end": true, | |
| "metric_for_best_model": "eval_joint_metric", | |
| "greater_is_better": true, | |
| "ignore_data_skip": false, | |
| "fsdp": [ | |
| "full_shard", | |
| "auto_wrap" | |
| ], | |
| "fsdp_min_num_params": 0, | |
| "fsdp_config": { | |
| "backward_prefetch": "backward_pre", | |
| "transformer_layer_cls_to_wrap": [ | |
| "RobertaEmbeddings", | |
| "RobertaSelfAttention" | |
| ], | |
| "cpu_ram_efficient_loading": "true", | |
| "sync_module_states": "true", | |
| "min_num_params": 0, | |
| "xla": false, | |
| "xla_fsdp_v2": false, | |
| "xla_fsdp_grad_ckpt": false | |
| }, | |
| "fsdp_transformer_layer_cls_to_wrap": null, | |
| "accelerator_config": { | |
| "split_batches": false, | |
| "dispatch_batches": null, | |
| "even_batches": true, | |
| "use_seedable_sampler": true, | |
| "gradient_accumulation_kwargs": null | |
| }, | |
| "deepspeed": null, | |
| "label_smoothing_factor": 0.0, | |
| "optim": "adamw_torch", | |
| "optim_args": null, | |
| "adafactor": false, | |
| "group_by_length": false, | |
| "length_column_name": "length", | |
| "report_to": [], | |
| "ddp_find_unused_parameters": null, | |
| "ddp_bucket_cap_mb": null, | |
| "ddp_broadcast_buffers": null, | |
| "dataloader_pin_memory": true, | |
| "dataloader_persistent_workers": false, | |
| "skip_memory_metrics": true, | |
| "use_legacy_prediction_loop": false, | |
| "push_to_hub": false, | |
| "resume_from_checkpoint": null, | |
| "hub_model_id": null, | |
| "hub_strategy": "every_save", | |
| "hub_token": "<HUB_TOKEN>", | |
| "hub_private_repo": false, | |
| "hub_always_push": false, | |
| "gradient_checkpointing": false, | |
| "gradient_checkpointing_kwargs": null, | |
| "include_inputs_for_metrics": false, | |
| "eval_do_concat_batches": true, | |
| "fp16_backend": "auto", | |
| "push_to_hub_model_id": null, | |
| "push_to_hub_organization": null, | |
| "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", | |
| "mp_parameters": "", | |
| "auto_find_batch_size": false, | |
| "full_determinism": false, | |
| "torchdynamo": null, | |
| "ray_scope": "last", | |
| "ddp_timeout": 1800, | |
| "torch_compile": false, | |
| "torch_compile_backend": null, | |
| "torch_compile_mode": null, | |
| "dispatch_batches": null, | |
| "split_batches": null, | |
| "include_tokens_per_second": false, | |
| "include_num_input_tokens_seen": false, | |
| "neftune_noise_alpha": null, | |
| "optim_target_modules": null | |
| } |