{ "output_dir": "\/gypsum\/work1\/zamani\/hzeng\/llm_as_retriever\/checkpoints\/llama3-8b-marco-mntp-dense-nce-kldiv-lora-1e-4_bs_8_ep_1_nnegs_16_l2norm", "overwrite_output_dir": false, "do_train": true, "do_eval": false, "do_predict": false, "eval_strategy": "no", "prediction_loss_only": false, "per_device_train_batch_size": 8, "per_device_eval_batch_size": 8, "per_gpu_train_batch_size": null, "per_gpu_eval_batch_size": null, "gradient_accumulation_steps": 4, "eval_accumulation_steps": null, "eval_delay": 0, "torch_empty_cache_steps": null, "learning_rate": 0.0001, "weight_decay": 0.0, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-8, "max_grad_norm": 1.0, "num_train_epochs": 1.0, "max_steps": -1, "lr_scheduler_type": "linear", "lr_scheduler_kwargs": {}, "warmup_ratio": 0.04, "warmup_steps": 0, "log_level": "passive", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "\/gypsum\/work1\/zamani\/hzeng\/llm_as_retriever\/checkpoints\/llama3-8b-marco-mntp-dense-nce-kldiv-lora-1e-4_bs_8_ep_1_nnegs_16_l2norm\/runs\/Jan27_17-40-08_gpu018", "logging_strategy": "steps", "logging_first_step": false, "logging_steps": 50, "logging_nan_inf_filter": true, "save_strategy": "epoch", "save_steps": 500, "save_total_limit": 1, "save_safetensors": true, "save_on_each_node": false, "save_only_model": false, "restore_callback_states_from_checkpoint": false, "no_cuda": false, "use_cpu": false, "use_mps_device": false, "seed": 45, "data_seed": null, "jit_mode_eval": false, "use_ipex": false, "bf16": true, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "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": null, "dataloader_num_workers": 0, "dataloader_prefetch_factor": null, "past_index": -1, "run_name": "llama3-8b-marco-mntp-dense-nce-kldiv-lora-1e-4_bs_8_ep_1_nnegs_16_l2norm", "disable_tqdm": false, "remove_unused_columns": false, "label_names": null, "load_best_model_at_end": false, "metric_for_best_model": null, "greater_is_better": null, "ignore_data_skip": false, "fsdp": [ "full_shard", "auto_wrap" ], "fsdp_min_num_params": 0, "fsdp_config": { "fsdp": { "activation_checkpointing": true, "cpu_ram_efficient_loading": false, "forward_prefetch": false, "sync_module_states": false, "use_orig_params": true }, "min_num_params": 0, "xla": false, "xla_fsdp_v2": false, "xla_fsdp_grad_ckpt": false }, "fsdp_transformer_layer_cls_to_wrap": null, "accelerator_config": { "split_batches": false, "dispatch_batches": null, "even_batches": true, "use_seedable_sampler": true, "non_blocking": false, "gradient_accumulation_kwargs": null, "use_configured_state": false }, "deepspeed": null, "label_smoothing_factor": 0.0, "optim": "adamw_torch", "optim_args": null, "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": [ "wandb" ], "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "dataloader_pin_memory": false, "dataloader_persistent_workers": false, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": false, "resume_from_checkpoint": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_token": null, "hub_private_repo": false, "hub_always_push": false, "gradient_checkpointing": true, "gradient_checkpointing_kwargs": null, "include_inputs_for_metrics": false, "eval_do_concat_batches": true, "fp16_backend": "auto", "evaluation_strategy": null, "push_to_hub_model_id": null, "push_to_hub_organization": null, "push_to_hub_token": null, "_n_gpu": 1, "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, "dispatch_batches": null, "split_batches": null, "include_tokens_per_second": false, "include_num_input_tokens_seen": false, "neftune_noise_alpha": null, "optim_target_modules": null, "batch_eval_metrics": false, "eval_on_start": false, "eval_use_gather_object": false, "wandb_project_name": "llm_as_retriever", "model_name_or_path": "\/work\/hzeng_umass_edu\/ir-research\/llm_as_retriever_data\/checkpoints\/mntp\/llama3-8b-msmarco\/bimodel", "model_type": "llama", "train_path": "\/work\/hzeng_umass_edu\/ir-research\/llm_as_retriever_data\/data\/msmarco_train_teacher_scores.jsonl", "eval_path": null, "corpus_path": "\/work\/hzeng_umass_edu\/ir-research\/data\/msmarco-full\/full_collection\/raw.tsv", "cache_dir": "", "loss_type": "nce_kldiv", "query_max_length": 64, "doc_max_length": 128, "n_negs": 16, "T": 0.01, "world_size": 1, "lora": true, "lora_r": 16, "lora_alpha": 32, "lora_dropout": 0.1, "lora_modules_to_save": null, "train_config": "\/work\/hzeng_umass_edu\/ir-research\/llm_as_retriever\/train_configs\/llama_config.json" }