hzeng's picture
Upload local folder with LFS tracking
d543bed
{
"output_dir": "\/gypsum\/work1\/zamani\/hzeng\/llm_as_retriever\/checkpoints\/llama3-1b-marco-mntp-sparse-nce-kldiv-lora-1e-4_qreg_05_dreg_04_bs_28_epochs_7_nnegs_16",
"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": 28,
"per_device_eval_batch_size": 8,
"per_gpu_train_batch_size": null,
"per_gpu_eval_batch_size": null,
"gradient_accumulation_steps": 1,
"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": 3.0,
"max_steps": 33250,
"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\/llama3-1b-marco-mntp-sparse-nce-kldiv-lora-1e-4_qreg_05_dreg_04_bs_28_epochs_7_nnegs_16\/runs\/Jan31_00-36-49_gpu016",
"logging_strategy": "steps",
"logging_first_step": false,
"logging_steps": 50,
"logging_nan_inf_filter": true,
"save_strategy": "steps",
"save_steps": 6650,
"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": "llama3-1b-marco-mntp-sparse-nce-kldiv-lora-1e-4_qreg_05_dreg_04_bs_28_epochs_7_nnegs_16",
"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,
"task_names": [
"rank",
"query_reg",
"doc_reg"
],
"task_weights": [
1.0,
0.05,
0.04
],
"ln_to_weight": {
"rank": 1.0,
"query_reg": 0.05,
"doc_reg": 0.04
},
"num_tasks": 3,
"wandb_project_name": "llm_as_retriever",
"model_name_or_path": "\/gypsum\/work1\/zamani\/hzeng\/llm_as_retriever\/checkpoints\/mntp\/llama3-1b-msmarco",
"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,
"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"
}