File size: 4,014 Bytes
eb7bac4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 |
{
"_n_gpu": 1,
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-08,
"auto_find_batch_size": false,
"bf16": false,
"bf16_full_eval": false,
"calculate_qwk": true,
"data_seed": 42,
"dataloader_drop_last": false,
"dataloader_num_workers": 0,
"dataloader_pin_memory": true,
"dataset_config": "filtered_rating",
"dataset_name": "BramVanroy/hebban-reviews",
"dataset_revision": "2.0.0",
"ddp_bucket_cap_mb": null,
"ddp_find_unused_parameters": null,
"debug": [],
"deepspeed": null,
"disable_tqdm": false,
"do_early_stopping": false,
"do_eval": true,
"do_optimize": false,
"do_predict": true,
"do_train": true,
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0,
"eval_accumulation_steps": null,
"eval_delay": 0,
"eval_steps": 500,
"evaluation_strategy": "steps",
"fp16": true,
"fp16_backend": "auto",
"fp16_full_eval": false,
"fp16_opt_level": "O1",
"fsdp": [],
"fsdp_min_num_params": 0,
"fsdp_transformer_layer_cls_to_wrap": null,
"full_determinism": false,
"gradient_accumulation_steps": 1,
"gradient_checkpointing": false,
"greater_is_better": true,
"group_by_length": false,
"half_precision_backend": "cuda_amp",
"hub_model_id": null,
"hub_private_repo": false,
"hub_strategy": "every_save",
"hub_token": null,
"ignore_data_skip": false,
"include_inputs_for_metrics": false,
"jit_mode_eval": false,
"label_names": null,
"label_smoothing_factor": 0.0,
"labelcolumn": "review_rating0",
"labelnames": [
"1",
"2",
"3",
"4",
"5"
],
"learning_rate": 5e-05,
"length_column_name": "length",
"load_best_model_at_end": true,
"local_rank": 0,
"log_level": -1,
"log_level_replica": -1,
"log_on_each_node": true,
"logging_dir": "trained/hebban-reviews5/bert-base-dutch-cased/runs/Jul28_23-44-10_node3907.accelgor.os",
"logging_first_step": false,
"logging_nan_inf_filter": true,
"logging_steps": 500,
"logging_strategy": "steps",
"lr_scheduler_type": "linear",
"max_grad_norm": 1.0,
"max_seq_length": null,
"max_steps": 5001,
"max_test_samples": null,
"max_train_samples": null,
"max_validation_samples": null,
"metric_for_best_model": "qwk",
"model_name_or_path": "GroNLP/bert-base-dutch-cased",
"model_revision": "main",
"mp_parameters": "",
"n_trials": 8,
"no_cuda": false,
"num_train_epochs": 3.0,
"optim": "adamw_hf",
"output_dir": "trained/hebban-reviews5/bert-base-dutch-cased",
"overwrite_cache": false,
"overwrite_output_dir": true,
"past_index": -1,
"per_device_eval_batch_size": 64,
"per_device_train_batch_size": 64,
"per_gpu_eval_batch_size": null,
"per_gpu_train_batch_size": null,
"prediction_loss_only": false,
"push_to_hub": false,
"push_to_hub_model_id": null,
"push_to_hub_organization": null,
"push_to_hub_token": null,
"ray_scope": "all",
"remove_unused_columns": true,
"report_to": [
"tensorboard"
],
"resume_from_checkpoint": null,
"run_name": "trained/hebban-reviews5/bert-base-dutch-cased",
"save_on_each_node": false,
"save_steps": 500,
"save_strategy": "steps",
"save_total_limit": null,
"scheduler_type": null,
"seed": 42,
"sharded_ddp": [],
"skip_memory_metrics": true,
"split_seed": 42,
"testsplit_name": "test",
"textcolumn": "review_text_without_quotes",
"tf32": null,
"torchdynamo": null,
"tpu_metrics_debug": false,
"tpu_num_cores": null,
"trainsplit_name": "train",
"use_class_weights": true,
"use_ipex": false,
"use_legacy_prediction_loop": false,
"validation_size": 0.1,
"validationsplit_name": "validation",
"warmup_ratio": 0.0,
"warmup_steps": 0,
"weight_decay": 0.0,
"xpu_backend": null
} |