| Seq2SeqTrainingArguments( |
| _n_gpu=1, |
| accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False}, |
| adafactor=False, |
| adam_beta1=0.9, |
| adam_beta2=0.999, |
| adam_epsilon=1e-08, |
| auto_find_batch_size=False, |
| average_tokens_across_devices=False, |
| batch_eval_metrics=False, |
| bf16=False, |
| bf16_full_eval=False, |
| data_seed=None, |
| dataloader_drop_last=False, |
| dataloader_num_workers=0, |
| dataloader_persistent_workers=False, |
| dataloader_pin_memory=True, |
| dataloader_prefetch_factor=None, |
| ddp_backend=None, |
| ddp_broadcast_buffers=None, |
| ddp_bucket_cap_mb=None, |
| ddp_find_unused_parameters=None, |
| ddp_timeout=1800, |
| debug=[], |
| deepspeed=None, |
| disable_tqdm=False, |
| dispatch_batches=None, |
| do_eval=True, |
| do_predict=False, |
| do_train=False, |
| eval_accumulation_steps=None, |
| eval_delay=0, |
| eval_do_concat_batches=True, |
| eval_on_start=False, |
| eval_steps=None, |
| eval_strategy=IntervalStrategy.EPOCH, |
| eval_use_gather_object=False, |
| evaluation_strategy=None, |
| fp16=True, |
| fp16_backend=auto, |
| fp16_full_eval=False, |
| fp16_opt_level=O1, |
| fsdp=[], |
| fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, |
| fsdp_min_num_params=0, |
| fsdp_transformer_layer_cls_to_wrap=None, |
| full_determinism=False, |
| generation_config=GenerationConfig { |
| "decoder_start_token_id": 0, |
| "eos_token_id": 2, |
| "max_new_tokens": 256, |
| "min_new_tokens": 2, |
| "num_beams": 3, |
| "pad_token_id": 0 |
| } |
| , |
| generation_max_length=None, |
| generation_num_beams=None, |
| gradient_accumulation_steps=1, |
| gradient_checkpointing=False, |
| gradient_checkpointing_kwargs=None, |
| greater_is_better=True, |
| group_by_length=False, |
| half_precision_backend=auto, |
| hub_always_push=False, |
| hub_model_id=None, |
| hub_private_repo=None, |
| hub_strategy=HubStrategy.EVERY_SAVE, |
| hub_token=<HUB_TOKEN>, |
| ignore_data_skip=False, |
| include_for_metrics=[], |
| include_inputs_for_metrics=False, |
| include_num_input_tokens_seen=False, |
| include_tokens_per_second=False, |
| jit_mode_eval=False, |
| label_names=None, |
| label_smoothing_factor=0.0, |
| learning_rate=0.001, |
| length_column_name=length, |
| load_best_model_at_end=True, |
| local_rank=0, |
| log_level=passive, |
| log_level_replica=warning, |
| log_on_each_node=True, |
| logging_dir=./results-cc/code-t5/codet5_lora_official_0.001/logs, |
| logging_first_step=False, |
| logging_nan_inf_filter=True, |
| logging_steps=5, |
| logging_strategy=IntervalStrategy.STEPS, |
| lr_scheduler_kwargs={}, |
| lr_scheduler_type=SchedulerType.LINEAR, |
| max_grad_norm=1.0, |
| max_steps=-1, |
| metric_for_best_model=eval_bleu_4, |
| mp_parameters=, |
| neftune_noise_alpha=None, |
| no_cuda=False, |
| num_train_epochs=8, |
| optim=OptimizerNames.ADAMW_TORCH, |
| optim_args=None, |
| optim_target_modules=None, |
| output_dir=./results-cc/code-t5/codet5_lora_official_0.001, |
| overwrite_output_dir=False, |
| past_index=-1, |
| per_device_eval_batch_size=8, |
| per_device_train_batch_size=8, |
| predict_with_generate=True, |
| prediction_loss_only=False, |
| push_to_hub=False, |
| push_to_hub_model_id=None, |
| push_to_hub_organization=None, |
| push_to_hub_token=<PUSH_TO_HUB_TOKEN>, |
| ray_scope=last, |
| remove_unused_columns=True, |
| report_to=['wandb'], |
| restore_callback_states_from_checkpoint=False, |
| resume_from_checkpoint=None, |
| run_name=codet5_lora_official_0.001, |
| save_on_each_node=False, |
| save_only_model=False, |
| save_safetensors=True, |
| save_steps=500, |
| save_strategy=SaveStrategy.EPOCH, |
| save_total_limit=2, |
| seed=42, |
| skip_memory_metrics=True, |
| sortish_sampler=False, |
| split_batches=None, |
| tf32=None, |
| torch_compile=False, |
| torch_compile_backend=None, |
| torch_compile_mode=None, |
| torch_empty_cache_steps=None, |
| torchdynamo=None, |
| tpu_metrics_debug=False, |
| tpu_num_cores=None, |
| use_cpu=False, |
| use_ipex=False, |
| use_legacy_prediction_loop=False, |
| use_liger_kernel=False, |
| use_mps_device=False, |
| warmup_ratio=0.0, |
| warmup_steps=0, |
| weight_decay=0.01, |
| ) |
