ArvinZhuang's picture
Upload config.json
648e121 verified
{
"_frozen": true,
"_n_gpu": 1,
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-06,
"architectures": [
"InversionModel"
],
"auto_find_batch_size": false,
"bf16": true,
"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": null,
"corrector_model_from_pretrained": null,
"data_seed": null,
"dataloader_drop_last": false,
"dataloader_num_workers": 1,
"dataloader_persistent_workers": false,
"dataloader_pin_memory": true,
"dataset_name": "nq",
"ddp_backend": null,
"ddp_broadcast_buffers": null,
"ddp_bucket_cap_mb": null,
"ddp_find_unused_parameters": false,
"ddp_timeout": 1800,
"debug": [],
"decoder_dropout_disabled": false,
"deepspeed": null,
"deepspeed_plugin": null,
"disable_tqdm": false,
"dispatch_batches": null,
"do_eval": false,
"do_predict": false,
"do_train": false,
"embedder_fake_with_zeros": false,
"embedder_model_api": null,
"embedder_model_name": "gtr_base_st",
"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_steps": 2000,
"evaluation_strategy": "steps",
"exp_group_name": "gtr_base_st",
"exp_name": "",
"experiment": "inversion",
"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
},
"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": 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": "./saves/inversion/gtr_base_st/runs/Jan20_09-08-07_bun072",
"logging_first_step": false,
"logging_nan_inf_filter": true,
"logging_steps": 400,
"logging_strategy": "steps",
"lr_scheduler_kwargs": {},
"lr_scheduler_type": "constant_with_warmup",
"max_eval_samples": 2000,
"max_grad_norm": 1.0,
"max_seq_length": 32,
"max_steps": -1,
"metric_for_best_model": "nq_loss",
"mock_embedder": false,
"model_name_or_path": "t5-base",
"model_revision": "main",
"mp_parameters": "",
"neftune_noise_alpha": null,
"no_cuda": false,
"num_repeat_tokens": 16,
"num_train_epochs": 50.0,
"optim": "adamw_torch",
"optim_args": null,
"output_dir": "./saves/inversion/gtr_base_st",
"overwrite_output_dir": false,
"past_index": -1,
"per_device_eval_batch_size": 512,
"per_device_train_batch_size": 512,
"per_gpu_eval_batch_size": null,
"per_gpu_train_batch_size": null,
"pq_quantization_m": 0,
"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": [
"wandb"
],
"resume_from_checkpoint": null,
"run_name": "./saves/inversion/gtr_base_st",
"save_on_each_node": false,
"save_only_model": false,
"save_safetensors": true,
"save_steps": 2000,
"save_strategy": "steps",
"save_total_limit": 2,
"seed": 42,
"skip_memory_metrics": true,
"split_batches": false,
"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": "4.36.2",
"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": true,
"warmup_ratio": 0.0,
"warmup_steps": 10000,
"weight_decay": 0.0
}