{ "output_dir": "./saved_models", "per_device_train_batch_size": 2, "num_train_epochs": 3, "max_steps": -1, "learning_rate": 1e-05, "lr_scheduler_type": "cosine", "lr_scheduler_kwargs": null, "warmup_steps": 0.1, "optim": "adamw_torch_fused", "optim_args": null, "weight_decay": 0.01, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "optim_target_modules": null, "gradient_accumulation_steps": 8, "average_tokens_across_devices": true, "max_grad_norm": 1.0, "label_smoothing_factor": 0.0, "bf16": true, "fp16": false, "bf16_full_eval": true, "fp16_full_eval": false, "tf32": null, "gradient_checkpointing": true, "gradient_checkpointing_kwargs": null, "torch_compile": false, "torch_compile_backend": null, "torch_compile_mode": null, "use_liger_kernel": false, "liger_kernel_config": null, "use_cache": false, "neftune_noise_alpha": null, "torch_empty_cache_steps": null, "auto_find_batch_size": false, "logging_strategy": "steps", "logging_steps": 3, "logging_first_step": false, "log_on_each_node": true, "logging_nan_inf_filter": true, "include_num_input_tokens_seen": "no", "log_level": "passive", "log_level_replica": "warning", "disable_tqdm": false, "report_to": [ "wandb" ], "run_name": null, "project": "huggingface", "trackio_space_id": "trackio", "eval_strategy": "steps", "eval_steps": 50, "eval_delay": 0, "per_device_eval_batch_size": 5, "prediction_loss_only": false, "eval_on_start": false, "eval_do_concat_batches": true, "eval_use_gather_object": false, "eval_accumulation_steps": 10, "include_for_metrics": [], "batch_eval_metrics": false, "save_only_model": false, "save_strategy": "best", "save_steps": 50, "save_on_each_node": false, "save_total_limit": 1, "enable_jit_checkpoint": false, "push_to_hub": false, "hub_token": null, "hub_private_repo": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_always_push": false, "hub_revision": null, "load_best_model_at_end": true, "metric_for_best_model": "eval_exec_accuracy", "greater_is_better": true, "ignore_data_skip": false, "restore_callback_states_from_checkpoint": false, "full_determinism": false, "seed": 42, "data_seed": null, "use_cpu": false, "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)", "parallelism_config": null, "dataloader_drop_last": false, "dataloader_num_workers": 0, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "dataloader_prefetch_factor": null, "remove_unused_columns": true, "label_names": null, "train_sampling_strategy": "random", "length_column_name": "length", "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "ddp_backend": null, "ddp_timeout": 1800, "fsdp": [], "fsdp_config": { "min_num_params": 0, "xla": false, "xla_fsdp_v2": false, "xla_fsdp_grad_ckpt": false }, "deepspeed": null, "debug": [], "skip_memory_metrics": true, "do_train": false, "do_eval": true, "do_predict": false, "resume_from_checkpoint": null, "warmup_ratio": 0.1, "logging_dir": null, "local_rank": -1, "model_init_kwargs": null, "chat_template_path": null, "dataset_text_field": "text", "dataset_kwargs": null, "dataset_num_proc": null, "eos_token": null, "pad_token": null, "max_length": 26000, "packing": false, "packing_strategy": "bfd", "padding_free": false, "pad_to_multiple_of": null, "eval_packing": null, "completion_only_loss": null, "assistant_only_loss": false, "loss_type": "nll", "activation_offloading": false, "vllm_sampling_params": null, "unsloth_num_chunks": -1, "unsloth_logit_chunk_multiplier": null, "unsloth_grpo_mini_batch": null, "max_seq_length": 26000, "model_name": "Snowflake/Arctic-Text2SQL-R1-7B", "model_specs": "ModelSpecs(instruction_part='<|im_start|>user', response_part='<|im_start|>assistant', target_modules=['q_proj', 'k_proj', 'v_proj', 'o_proj', 'gate_proj', 'up_proj', 'down_proj'], chat_template=None)", "lora_use_rslora": true, "lora_r": 64, "lora_alpha": 128, "lora_dropout": 0.1, "early_stopping_patience": 5 }