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vec2text_gtr_st_msl128_inversion_100epochs/config.json

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+{
+  "_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": 3,
+  "dataloader_pin_memory": true,
+  "dataset_name": "msmarco",
+  "ddp_backend": null,
+  "ddp_broadcast_buffers": null,
+  "ddp_bucket_cap_mb": null,
+  "ddp_find_unused_parameters": null,
+  "ddp_timeout": 1800,
+  "debug": [],
+  "decoder_dropout_disabled": false,
+  "deepspeed": null,
+  "deepspeed_plugin": null,
+  "disable_tqdm": true,
+  "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": 5000,
+  "evaluation_strategy": "steps",
+  "exp_group_name": "gtr_base_st_mamarco",
+  "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_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/gtr_inversion_128/runs/Dec06_16-21-08_paraai-n32-h-01-agent-55",
+  "logging_first_step": false,
+  "logging_nan_inf_filter": true,
+  "logging_steps": 100,
+  "logging_strategy": "steps",
+  "lr_scheduler_type": "constant_with_warmup",
+  "max_eval_samples": 500,
+  "max_grad_norm": 1.0,
+  "max_seq_length": 128,
+  "max_steps": -1,
+  "metric_for_best_model": "msmarco_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": 100.0,
+  "optim": "adamw_torch",
+  "optim_args": null,
+  "output_dir": "./saves/gtr_inversion_128",
+  "overwrite_output_dir": false,
+  "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": [
+    "wandb"
+  ],
+  "resume_from_checkpoint": null,
+  "run_name": "./saves/gtr_inversion_128",
+  "save_on_each_node": false,
+  "save_safetensors": true,
+  "save_steps": 500,
+  "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": "4.35.0",
+  "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": 2500,
+  "weight_decay": 0.0
+}

vec2text_gtr_st_msl128_inversion_100epochs/generation_config.json

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+{
+  "_from_model_config": true,
+  "transformers_version": "4.35.0"
+}

vec2text_gtr_st_msl128_inversion_100epochs/model.safetensors

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