{ "scope": "universal", "ordinary_version": null, "task": "statement", "initialization": "/home/henryh/pylingual-runs/hub/Salesforce--codet5-base", "initial_weights_sha256": "bf6d33ae2678bf6c2ecbbd19049a304b4a1ad2c39f91c396020dca53b8b2a4cd", "data_manifest": { "scope": "universal", "bindings": {}, "split": "train", "task": "statement", "journal_sha256": "98cf9ae8f79afb03367e926aeae16f69d41f8dc39b4d893744ec159c7f925c96", "files": 50000, "smoke_only": false, "encoding_implementation_sha256": "127eebcd5d7b399b63667d5bfac738be6d89ae8379af37e37c2b78be4c21f9a7", "tokenizer_json_sha256": "576881c7af5310402326eff7bf5584ad6e2f88dcfd4c998d4e8b6a26f243153f", "registry_sha256": "522c85e983dcca62d12b648ca24f4fe4a5c554720eaf69aa130db6dffab495e4", "versions": { "3.6": 5556, "3.7": 5556, "3.8": 5556, "3.9": 5556, "3.10": 5556, "3.11": 5555, "3.12": 5555, "3.13": 5555, "3.14": 5555 }, "corpora": { "pypi": 45000, "csn": 5000 }, "raw_examples": 4663180, "all_converter_rows": true, "limits": { "statement_input": 256, "statement_target": 256, "segmentation_window": 512, "stride": 128 }, "complete": true, "encoded_rows": 4663180, "dataset_fingerprint": "6c2dc84fd509e91b", "seconds": 2375.584766071057 }, "tokenizer_registry_fingerprint": "c66d4184e9f396c0f2c18d45930d65f589303f7f66dd0b4f3a6b9c171af5b03b", "training_arguments": { "output_dir": "/home/henryh/pylingual-runs/universal/statement/training", "per_device_train_batch_size": 24, "num_train_epochs": 2, "max_steps": -1, "learning_rate": 2e-05, "lr_scheduler_type": "linear", "lr_scheduler_kwargs": null, "warmup_steps": 0, "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": 3, "average_tokens_across_devices": true, "max_grad_norm": 1.0, "label_smoothing_factor": 0.0, "bf16": false, "fp16": true, "bf16_full_eval": false, "fp16_full_eval": false, "tf32": null, "gradient_checkpointing": false, "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": 1000, "logging_first_step": false, "log_on_each_node": true, "logging_nan_inf_filter": false, "include_num_input_tokens_seen": "no", "log_level": "passive", "log_level_replica": "warning", "disable_tqdm": true, "report_to": [], "run_name": null, "project": "huggingface", "trackio_space_id": null, "trackio_bucket_id": null, "trackio_static_space_id": null, "eval_strategy": "no", "eval_steps": null, "eval_delay": 0, "per_device_eval_batch_size": 8, "prediction_loss_only": false, "eval_on_start": false, "eval_do_concat_batches": true, "eval_use_gather_object": false, "eval_accumulation_steps": null, "include_for_metrics": [], "batch_eval_metrics": false, "save_only_model": false, "save_strategy": "steps", "save_steps": 10000, "save_on_each_node": false, "save_total_limit": 2, "enable_jit_checkpoint": false, "push_to_hub": false, "hub_token": "", "hub_private_repo": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_always_push": false, "hub_revision": null, "load_best_model_at_end": false, "metric_for_best_model": null, "greater_is_better": null, "ignore_data_skip": false, "restore_callback_states_from_checkpoint": false, "full_determinism": false, "seed": 20261020, "data_seed": null, "use_cpu": false, "accelerator_config": { "split_batches": false, "dispatch_batches": null, "even_batches": true, "use_seedable_sampler": true, "non_blocking": false, "gradient_accumulation_kwargs": null }, "parallelism_config": null, "dataloader_drop_last": false, "dataloader_num_workers": 2, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "dataloader_prefetch_factor": null, "dataloader_multiprocessing_context": null, "dataloader_in_order": true, "remove_unused_columns": false, "label_names": null, "train_sampling_strategy": "random", "length_column_name": "length", "ddp_find_unused_parameters": false, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "ddp_static_graph": null, "ddp_backend": null, "ddp_timeout": 1800, "fsdp": null, "fsdp_config": null, "deepspeed": null, "debug": [], "skip_memory_metrics": true, "do_train": false, "do_eval": false, "do_predict": false, "resume_from_checkpoint": null, "local_rank": -1, "sortish_sampler": false, "predict_with_generate": false, "generation_max_length": null, "generation_num_beams": null, "generation_config": null }, "original_vocab": 32100, "vocab": 11577, "torch": "2.14.0+cu130", "transformers": "5.17.0", "python": "3.12.16", "hostname": "triplesec1-gpu", "smoke_only": false, "script_sha256": "0647e466755f5c2995b095ac4e1119b0a3b6380d7c4271d952d76e3d1ffeed9f", "world_size": 1, "loss_normalization": "global-supervised-token-mean-v1", "loss_normalization_sha256": "3d8e6217caddd6b6e66f35df704c9fa7b7fb0b29849e84fa2cb91d597383c274" }