romman8's picture
push training parameters
460b7d0
raw
history blame
4 kB
{
"output_dir": "./results/R-facebook-bart-base-full-ft-without-tum-nlp-german-gpt2_easy-prior-pp-no_ls-f135",
"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": 2,
"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-without-tum-nlp-german-gpt2_easy-prior-pp-no_ls-f135/runs/Jul12_21-40-00_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-without-tum-nlp-german-gpt2_easy-prior-pp-no_ls-f135",
"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-without-tum-nlp-german-gpt2_easy-prior-pp-no_ls-f135",
"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": 0,
"prior_loss": "perplexity",
"ls_theta": 0,
"generate_during_train": true,
"finetuning_strategy": "full"
}