{ "_name_or_path": "allenai/led-base-16384", "accelerator": null, "accumulate_grad_batches": 2, "activation_dropout": 0.0, "activation_function": "gelu", "add_context": false, "amp_backend": null, "amp_level": null, "architectures": [ "LEDForConditionalGeneration" ], "attention_dropout": 0.0, "attention_window": [ 1024, 1024, 1024, 1024, 1024, 1024 ], "auto_lr_find": false, "auto_scale_batch_size": false, "auto_select_gpus": null, "batch_size": 8, "benchmark": null, "bos_token_id": 0, "check_val_every_n_epoch": 1, "checkpoint": null, "class_labels": { "delete": 4, "ignore": 0, "merge": 3, "rephrase": 1, "split": 2 }, "classif_dropout": 0.0, "classifier_dropout": 0.0, "context_dir": null, "context_doc_id": null, "context_window": 13, "d_model": 768, "decoder_attention_heads": 12, "decoder_ffn_dim": 3072, "decoder_layerdrop": 0.0, "decoder_layers": 6, "decoder_start_token_id": 2, "default_root_dir": null, "detect_anomaly": false, "devices": "2", "dropout": 0.1, "enable_checkpointing": true, "enable_model_summary": true, "enable_progress_bar": true, "encoder_attention_heads": 12, "encoder_ffn_dim": 3072, "encoder_layerdrop": 0.0, "encoder_layers": 6, "eos_token_id": 2, "eval_beams": null, "eval_max_length": null, "fast_dev_run": false, "gpus": null, "gradient_checkpointing": false, "gradient_clip_algorithm": null, "gradient_clip_val": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1", "2": "LABEL_2" }, "inference_mode": true, "init_std": 0.02, "ipus": null, "is_encoder_decoder": true, "label2id": { "LABEL_0": 0, "LABEL_1": 1, "LABEL_2": 2 }, "limit_predict_batches": null, "limit_test_batches": null, "limit_train_batches": null, "limit_val_batches": null, "log_every_n_steps": 50, "logger": true, "longformer": true, "lr": 2e-05, "lr_scheduler": false, "max_decoder_position_embeddings": 1024, "max_encoder_position_embeddings": 16384, "max_epochs": null, "max_length": 1024, "max_samples": -1, "max_steps": -1, "max_time": null, "min_epochs": null, "min_steps": null, "model_type": "led", "move_metrics_to_cpu": false, "multiple_trainloader_mode": "max_size_cycle", "name": "leddoc", "num_hidden_layers": 6, "num_nodes": 1, "num_processes": null, "num_sanity_val_steps": 2, "op_col": null, "op_tokens": [ "", "", "", "", "" ], "overfit_batches": 0.0, "pad_token_id": 1, "plan_col": "labels", "plan_loss": null, "plan_prefix": false, "plan_sep": false, "plugins": null, "precision": 32, "prefix_only": false, "profiler": null, "project": "simplification", "reading_lvl": null, "reload_dataloaders_every_n_epochs": 0, "replace_sampler_ddp": true, "resume_from_checkpoint": null, "save_dir": null, "sent_level": false, "simple_context_dir": null, "simple_context_doc_id": null, "skip_val_gen": true, "strategy": null, "sync_batchnorm": false, "torch_dtype": "float32", "tpu_cores": null, "track_grad_norm": -1, "train_check_interval": 0.2, "train_data_dir": null, "train_file": "merge/cochrane_docs_train.csv", "train_split": 0.9, "train_workers": 8, "transformers_version": "4.29.1", "use_cache": true, "val_check_interval": null, "val_file": "merge/cochrane_docs_val.csv", "val_metric": "bleu", "val_split": 0.05, "val_workers": 8, "valid_data_dir": null, "vocab_size": 50275, "wandb_id": null, "x_col": "complex", "y_col": "simple" }