conbart-wikiauto / config.json
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{
"_name_or_path": "facebook/bart-base",
"accelerator": null,
"accumulate_grad_batches": 2,
"activation_dropout": 0.1,
"activation_function": "gelu",
"add_bias_logits": false,
"add_context": true,
"add_final_layer_norm": false,
"amp_backend": null,
"amp_level": null,
"architectures": [
"BartForContextualGeneration"
],
"attention_dropout": 0.1,
"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": 3,
"ignore": 0,
"rephrase": 1,
"split": 2
},
"classif_dropout": 0.1,
"classifier_dropout": 0.0,
"context_dir": "context/complex/train",
"context_doc_id": "pair_id",
"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,
"early_stopping": true,
"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,
"forced_bos_token_id": 0,
"forced_eos_token_id": 2,
"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": false,
"lr": 2e-05,
"lr_scheduler": false,
"max_epochs": null,
"max_length": 1024,
"max_position_embeddings": 1024,
"max_samples": -1,
"max_steps": -1,
"max_time": null,
"min_epochs": null,
"min_steps": null,
"model_type": "context-bart",
"move_metrics_to_cpu": false,
"multiple_trainloader_mode": "max_size_cycle",
"name": "conbart",
"no_repeat_ngram_size": 3,
"normalize_before": false,
"normalize_embedding": true,
"num_beams": 4,
"num_hidden_layers": 6,
"num_nodes": 1,
"num_processes": null,
"num_sanity_val_steps": 2,
"op_col": null,
"op_tokens": [
"<COPY>",
"<REPHRASE>",
"<SPLIT>",
"<DELETE>"
],
"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_models",
"reading_lvl": null,
"reload_dataloaders_every_n_epochs": 0,
"replace_sampler_ddp": true,
"resume_from_checkpoint": null,
"save_dir": null,
"scale_embedding": false,
"sent_level": true,
"simple_context_dir": "context/simple/train",
"simple_context_doc_id": "pair_id",
"skip_val_gen": true,
"strategy": null,
"sync_batchnorm": false,
"task_specific_params": {
"summarization": {
"length_penalty": 1.0,
"max_length": 128,
"min_length": 12,
"num_beams": 4
},
"summarization_cnn": {
"length_penalty": 2.0,
"max_length": 142,
"min_length": 56,
"num_beams": 4
},
"summarization_xsum": {
"length_penalty": 1.0,
"max_length": 62,
"min_length": 11,
"num_beams": 6
}
},
"torch_dtype": "float32",
"tpu_cores": null,
"track_grad_norm": -1,
"train_check_interval": 0.01,
"train_data_dir": null,
"train_file": "data/wikiauto_sents_train.csv",
"train_split": 0.9,
"train_workers": 32,
"transformers_version": "4.29.1",
"use_cache": true,
"val_check_interval": null,
"val_file": "data/wikiauto_sents_valid.csv",
"val_metric": "bleu",
"val_split": 0.05,
"val_workers": 8,
"valid_data_dir": null,
"vocab_size": 50274,
"wandb_id": null,
"x_col": "complex",
"y_col": "simple"
}