config.json

{
  "_frozen": true,
  "_n_gpu": 1,
  "adafactor": false,
  "adam_beta1": 0.9,
  "adam_beta2": 0.999,
  "adam_epsilon": 1e-06,
  "apply_early_stopping_metric": "no",
  "architectures": [
    "CorrectorEncoderModel"
  ],
  "auto_find_batch_size": false,
  "bf16": false,
  "bf16_full_eval": false,
  "cache_dir": null,
  "cheat_on_train_hypotheses": false,
  "config_name": null,
  "config_overrides": null,
  "corrector_ignore_hypothesis_embedding": false,
  "corrector_model_alias": "semitic_fami_32",
  "corrector_model_from_pretrained": "yiyic/mt5_multi_sbert_semitic-fami_32_inverter",
  "data_seed": null,
  "dataloader_drop_last": false,
  "dataloader_num_workers": 0,
  "dataloader_persistent_workers": false,
  "dataloader_pin_memory": true,
  "dataloader_prefetch_factor": null,
  "dataset_name": "mt-ms_sem_fami",
  "ddp_backend": null,
  "ddp_broadcast_buffers": null,
  "ddp_bucket_cap_mb": null,
  "ddp_find_unused_parameters": true,
  "ddp_timeout": 1800,
  "debug": [],
  "decoder_dropout_disabled": false,
  "deepspeed": null,
  "deepspeed_plugin": null,
  "defense_algo": "gaussian",
  "disable_tqdm": true,
  "dispatch_batches": null,
  "do_eval": false,
  "do_predict": false,
  "do_train": false,
  "doc_lang": "es",
  "embedder_fake_with_zeros": false,
  "embedder_model_api": null,
  "embedder_model_name": "multi_sbert",
  "embedder_no_grad": true,
  "embedder_torch_dtype": "float32",
  "embedding_transform_strategy": "repeat",
  "embedding_zero_except_topk": null,
  "embeddings_from_layer_n": null,
  "encoder_dropout_disabled": false,
  "eval_accumulation_steps": null,
  "eval_delay": 0,
  "eval_do_concat_batches": true,
  "eval_steps": 5000,
  "evaluation_strategy": "steps",
  "exp_group_name": "mt-ms-corrector",
  "exp_name": "Semitic",
  "experiment": "corrector",
  "fp16": false,
  "fp16_backend": "auto",
  "fp16_full_eval": false,
  "fp16_opt_level": "O1",
  "freeze_strategy": "none",
  "fsdp": [],
  "fsdp_config": {
    "min_num_params": 0,
    "xla": false,
    "xla_fsdp_grad_ckpt": false,
    "xla_fsdp_v2": false
  },
  "fsdp_min_num_params": 0,
  "fsdp_transformer_layer_cls_to_wrap": null,
  "full_determinism": false,
  "gradient_accumulation_steps": 1,
  "gradient_checkpointing": false,
  "gradient_checkpointing_kwargs": null,
  "greater_is_better": false,
  "group_by_length": true,
  "half_precision_backend": "auto",
  "hub_always_push": false,
  "hub_model_id": null,
  "hub_private_repo": false,
  "hub_strategy": "every_save",
  "hub_token": null,
  "ignore_data_skip": false,
  "include_inputs_for_metrics": true,
  "include_num_input_tokens_seen": false,
  "include_tokens_per_second": false,
  "jit_mode_eval": false,
  "label_names": null,
  "label_smoothing_factor": 0.0,
  "learning_rate": 2e-05,
  "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": "./saves/correctors/mt5_multi_sbert_mt-ms_sem_fami_32/runs/May23_15-18-43_nid005519",
  "logging_first_step": false,
  "logging_nan_inf_filter": true,
  "logging_steps": 100,
  "logging_strategy": "steps",
  "lr_scheduler_kwargs": {},
  "lr_scheduler_type": "constant_with_warmup",
  "max_eval_samples": 500,
  "max_grad_norm": 1.0,
  "max_seq_length": 32,
  "max_steps": -1,
  "metric_for_best_model": "mt-ms_sem_fami_loss",
  "mock_embedder": false,
  "model_name_or_path": "google/mt5-base",
  "model_revision": "main",
  "mp_parameters": "",
  "neftune_noise_alpha": null,
  "no_cuda": false,
  "noise_level": 0.0,
  "num_repeat_tokens": 16,
  "num_train_epochs": 50.0,
  "optim": "adamw_torch",
  "optim_args": null,
  "optim_target_modules": null,
  "output_dir": "./saves/correctors/mt5_multi_sbert_mt-ms_sem_fami_32",
  "overwrite_output_dir": true,
  "past_index": -1,
  "per_device_eval_batch_size": 128,
  "per_device_train_batch_size": 128,
  "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": "last",
  "remove_unused_columns": false,
  "report_to": [],
  "resume_from_checkpoint": null,
  "run_name": "./saves/correctors/mt5_multi_sbert_mt-ms_sem_fami_32",
  "save_on_each_node": false,
  "save_only_model": false,
  "save_safetensors": true,
  "save_steps": 500,
  "save_strategy": "steps",
  "save_total_limit": 2,
  "seed": 42,
  "skip_memory_metrics": true,
  "split_batches": null,
  "steps_per_epoch": 500000,
  "tf32": null,
  "tokenizer_name": null,
  "torch_compile": false,
  "torch_compile_backend": null,
  "torch_compile_mode": null,
  "torch_dtype": "float32",
  "torchdynamo": null,
  "tpu_metrics_debug": false,
  "tpu_num_cores": null,
  "transformers_version": "4.40.2",
  "use_cpu": false,
  "use_frozen_embeddings_as_input": true,
  "use_ipex": false,
  "use_legacy_prediction_loop": false,
  "use_less_data": -1,
  "use_lora": false,
  "use_mps_device": false,
  "use_wandb": false,
  "warmup_ratio": 0.0,
  "warmup_steps": 2500,
  "weight_decay": 0.0
}