End of training
Browse files- final_metrics.json +11 -0
- training_args.json +145 -0
final_metrics.json
ADDED
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{
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"eval_loss": 22.6013126373291,
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"eval_accuracy": 0.0,
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"eval_rouge1": 0.0,
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"eval_rouge2": 0.0,
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"eval_rougeL": 0.0,
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"eval_runtime": 12.3859,
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"eval_samples_per_second": 4.037,
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"eval_steps_per_second": 1.05,
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"epoch": 2.9734513274336285
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}
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training_args.json
ADDED
@@ -0,0 +1,145 @@
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{
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"output_dir": "./qlora-llama2-model_1",
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"overwrite_output_dir": true,
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"do_train": false,
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"do_eval": true,
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"do_predict": false,
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"eval_strategy": "steps",
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"prediction_loss_only": false,
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"per_device_train_batch_size": 4,
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"per_device_eval_batch_size": 4,
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"per_gpu_train_batch_size": null,
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"per_gpu_eval_batch_size": null,
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"gradient_accumulation_steps": 16,
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"eval_accumulation_steps": null,
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"eval_delay": 0,
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"torch_empty_cache_steps": null,
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"learning_rate": 0.0002,
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"weight_decay": 0.0,
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"adam_beta1": 0.9,
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"adam_beta2": 0.999,
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"adam_epsilon": 1e-08,
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"max_grad_norm": 1.0,
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"num_train_epochs": 3,
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"max_steps": -1,
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"lr_scheduler_type": "linear",
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"lr_scheduler_kwargs": {},
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"warmup_ratio": 0.0,
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"warmup_steps": 100,
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"log_level": "passive",
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"log_level_replica": "warning",
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"log_on_each_node": true,
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"logging_dir": "./logs",
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"logging_strategy": "steps",
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"logging_first_step": false,
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"logging_steps": 100,
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"logging_nan_inf_filter": true,
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"save_strategy": "steps",
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"save_steps": 500,
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"save_total_limit": 3,
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"save_safetensors": true,
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"save_on_each_node": false,
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"save_only_model": false,
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"restore_callback_states_from_checkpoint": false,
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"no_cuda": false,
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"use_cpu": false,
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"use_mps_device": false,
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"seed": 42,
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"data_seed": null,
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"jit_mode_eval": false,
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"use_ipex": false,
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"bf16": false,
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"fp16": true,
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"fp16_opt_level": "O1",
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"half_precision_backend": "auto",
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"bf16_full_eval": false,
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"fp16_full_eval": false,
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"tf32": null,
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"local_rank": 0,
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"ddp_backend": null,
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"tpu_num_cores": null,
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"tpu_metrics_debug": false,
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"debug": [],
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"dataloader_drop_last": false,
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"eval_steps": 100,
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"dataloader_num_workers": 0,
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"dataloader_prefetch_factor": null,
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"past_index": -1,
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"run_name": "./qlora-llama2-model_1",
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"disable_tqdm": false,
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"remove_unused_columns": true,
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"label_names": null,
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"load_best_model_at_end": true,
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"metric_for_best_model": "loss",
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"greater_is_better": false,
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"ignore_data_skip": false,
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"fsdp": [],
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"fsdp_min_num_params": 0,
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"fsdp_config": {
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"min_num_params": 0,
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"xla": false,
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"xla_fsdp_v2": false,
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"xla_fsdp_grad_ckpt": false
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},
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"fsdp_transformer_layer_cls_to_wrap": null,
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"accelerator_config": {
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"split_batches": false,
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"dispatch_batches": null,
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"even_batches": true,
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"use_seedable_sampler": true,
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"non_blocking": false,
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"gradient_accumulation_kwargs": null
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},
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"deepspeed": null,
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"label_smoothing_factor": 0.0,
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"optim": "adamw_torch",
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"optim_args": null,
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"adafactor": false,
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"group_by_length": false,
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"length_column_name": "length",
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"report_to": [],
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"ddp_find_unused_parameters": false,
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"ddp_bucket_cap_mb": null,
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"ddp_broadcast_buffers": null,
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"dataloader_pin_memory": true,
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"dataloader_persistent_workers": false,
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"skip_memory_metrics": true,
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"use_legacy_prediction_loop": false,
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"push_to_hub": true,
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"resume_from_checkpoint": null,
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"hub_model_id": "aithal/llama2-7b-qlora-finetuned_1",
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"hub_strategy": "every_save",
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"hub_token": "<HUB_TOKEN>",
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"hub_private_repo": false,
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"hub_always_push": false,
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"gradient_checkpointing": false,
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"gradient_checkpointing_kwargs": null,
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"include_inputs_for_metrics": false,
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"include_for_metrics": [],
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"eval_do_concat_batches": true,
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"fp16_backend": "auto",
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"evaluation_strategy": "steps",
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"push_to_hub_model_id": null,
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"push_to_hub_organization": null,
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"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
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"mp_parameters": "",
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"auto_find_batch_size": false,
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"full_determinism": false,
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"torchdynamo": null,
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"ray_scope": "last",
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"ddp_timeout": 1800,
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"torch_compile": false,
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"dispatch_batches": null,
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"include_tokens_per_second": false,
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"include_num_input_tokens_seen": false,
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"neftune_noise_alpha": null,
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"optim_target_modules": null,
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"batch_eval_metrics": false,
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"eval_on_start": false,
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"use_liger_kernel": false,
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"eval_use_gather_object": false,
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"average_tokens_across_devices": false
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}
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