training_parameter.json

{
    "output_dir": "./results/R-facebook-bart-base-full-ft-with-tum-nlp-german-gpt2_easy-prior-pp-no-ls-4c77",
    "overwrite_output_dir": false,
    "do_train": false,
    "do_eval": true,
    "do_predict": false,
    "evaluation_strategy": "steps",
    "prediction_loss_only": false,
    "per_device_train_batch_size": 4,
    "per_device_eval_batch_size": 1,
    "per_gpu_train_batch_size": null,
    "per_gpu_eval_batch_size": null,
    "gradient_accumulation_steps": 8,
    "eval_accumulation_steps": null,
    "eval_delay": 0,
    "learning_rate": 5e-05,
    "weight_decay": 0.01,
    "adam_beta1": 0.9,
    "adam_beta2": 0.999,
    "adam_epsilon": 1e-08,
    "max_grad_norm": 1.0,
    "num_train_epochs": 15,
    "max_steps": -1,
    "lr_scheduler_type": "linear",
    "warmup_ratio": 0.0,
    "warmup_steps": 100,
    "log_level": "passive",
    "log_level_replica": "warning",
    "log_on_each_node": true,
    "logging_dir": "./results/R-facebook-bart-base-full-ft-with-tum-nlp-german-gpt2_easy-prior-pp-no-ls-4c77/runs/Jul15_11-11-24_social-medium-3",
    "logging_strategy": "steps",
    "logging_first_step": true,
    "logging_steps": 20,
    "logging_nan_inf_filter": true,
    "save_strategy": "steps",
    "save_steps": 100,
    "save_total_limit": 5,
    "save_safetensors": false,
    "save_on_each_node": false,
    "no_cuda": false,
    "use_mps_device": false,
    "seed": 42,
    "data_seed": null,
    "jit_mode_eval": false,
    "use_ipex": false,
    "bf16": false,
    "fp16": true,
    "fp16_opt_level": "O1",
    "half_precision_backend": "cuda_amp",
    "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": 100,
    "dataloader_num_workers": 23,
    "past_index": -1,
    "run_name": "./results/R-facebook-bart-base-full-ft-with-tum-nlp-german-gpt2_easy-prior-pp-no-ls-4c77",
    "disable_tqdm": false,
    "remove_unused_columns": true,
    "label_names": null,
    "load_best_model_at_end": true,
    "metric_for_best_model": "sacrebleu",
    "greater_is_better": true,
    "ignore_data_skip": false,
    "sharded_ddp": [],
    "fsdp": [],
    "fsdp_min_num_params": 0,
    "fsdp_config": {
        "fsdp_min_num_params": 0,
        "xla": false,
        "xla_fsdp_grad_ckpt": false
    },
    "fsdp_transformer_layer_cls_to_wrap": null,
    "deepspeed": null,
    "label_smoothing_factor": 0.1,
    "optim": "adamw_torch",
    "optim_args": null,
    "adafactor": false,
    "group_by_length": true,
    "length_column_name": "length",
    "report_to": [
        "tensorboard"
    ],
    "ddp_find_unused_parameters": null,
    "ddp_bucket_cap_mb": null,
    "dataloader_pin_memory": true,
    "skip_memory_metrics": true,
    "use_legacy_prediction_loop": false,
    "push_to_hub": true,
    "resume_from_checkpoint": null,
    "hub_model_id": "nlp-lab-2023-seq2seq/R-facebook-bart-base-full-ft-with-tum-nlp-german-gpt2_easy-prior-pp-no-ls-4c77",
    "hub_strategy": "checkpoint",
    "hub_token": "<HUB_TOKEN>",
    "hub_private_repo": true,
    "gradient_checkpointing": false,
    "include_inputs_for_metrics": 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,
    "xpu_backend": null,
    "sortish_sampler": false,
    "predict_with_generate": true,
    "generation_max_length": 196,
    "generation_num_beams": 1,
    "generation_config": null,
    "prior_lambda": 5e-05,
    "prior_loss": "perplexity",
    "ls_theta": 0,
    "generate_during_train": true,
    "finetuning_strategy": "full"
}