session_logs/cont_pretraining.log

2025-02-07 02:36:04,367 - Logging initialized for session: 8211dd7e-5159-49f5-8bea-cb187e07b48b
2025-02-07 03:04:05,620 - No files have been modified since last commit. Skipping to prevent empty commit.
2025-02-07 03:58:00,501 - Using default tokenizer.
2025-02-07 03:58:03,573 - Hyperparameters: {'output_dir': './results', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': <IntervalStrategy.STEPS: 'steps'>, 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 4.5e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1, 'max_steps': 10, 'lr_scheduler_type': <SchedulerType.COSINE: 'cosine'>, 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './logs', 'logging_strategy': <IntervalStrategy.STEPS: 'steps'>, 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': <SaveStrategy.STEPS: 'steps'>, 'save_steps': 10, 'save_total_limit': 2, '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': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 10, 'dataloader_num_workers': 4, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': './results', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': AcceleratorConfig(split_batches=False, dispatch_batches=None, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False), 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': <OptimizerNames.ADAMW_TORCH: 'adamw_torch'>, 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': 'Udith-Sandaruwan/Llama-test-2', 'hub_strategy': <HubStrategy.EVERY_SAVE: 'every_save'>, 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': True, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': 'steps', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False, 'distributed_state': Distributed environment: NO
Num processes: 1
Process index: 0
Local process index: 0
Device: cuda
, '_n_gpu': 1, '__cached__setup_devices': device(type='cuda', index=0), 'deepspeed_plugin': None}
2025-02-07 03:58:03,574 - Training details: {'Epochs': 1, 'Training Steps': 10, 'Final Loss': 1.4226, 'Final Learning Rate': 1.5547117626563687e-05, 'Total Training Time (s)': '858.62'}
2025-02-07 03:58:03,574 - Training metrics: {'epochs': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 'loss': [1.4467, 1.6789, 1.9166, 1.1499, 3.5213, 1.7919, 2.5181, 2.1183, 1.8283, 1.4226], 'learning_rate': [4.5e-05, 4.5e-05, 4.389877161664096e-05, 4.070288237343632e-05, 4.070288237343632e-05, 3.572516817658065e-05, 2.945288237343632e-05, 2.945288237343632e-05, 2.25e-05, 1.5547117626563687e-05], 'training_time': 858.6243543624878}
2025-02-07 03:58:03,574 - Evaluation results: {'meteor_scores': {'meteor': 0.007878151260504201}, 'rouge_scores': {'rouge1': 0.0, 'rouge2': 0.0, 'rougeL': 0.0, 'rougeLsum': 0.0}, 'bleu_scores': {'bleu': 0.0, 'precisions': [0.18518518518518517, 0.0, 0.0, 0.0], 'brevity_penalty': 0.0011817714460620307, 'length_ratio': 0.1291866028708134, 'translation_length': 27, 'reference_length': 209}, 'perplexity': 80118250000.0}