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janbakker
/
o-bartpara

Text2Text Generation
Transformers
PyTorch
English
bart
doc_simp
Inference Endpoints
Model card Files Community
o-bartpara
File size: 4,203 Bytes 
61e26ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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": false,
  "add_final_layer_norm": false,
  "amp_backend": null,
  "amp_level": null,
  "architectures": [
    "BartForConditionalGeneration"
  ],
  "attention_dropout": 0.1,
  "auto_lr_find": false,
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  "batch_size": 8,
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  "bos_token_id": 0,
  "check_val_every_n_epoch": 1,
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  "class_labels": {
    "delete": 3,
    "ignore": 0,
    "rephrase": 1,
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  "classif_dropout": 0.1,
  "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,
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  "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,
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  "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,
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  "max_length": 1024,
  "max_position_embeddings": 1024,
  "max_samples": -1,
  "max_steps": -1,
  "max_time": null,
  "min_epochs": null,
  "min_steps": null,
  "model_type": "bart",
  "move_metrics_to_cpu": false,
  "multiple_trainloader_mode": "max_size_cycle",
  "name": "o-bart-para",
  "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": "label",
  "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": null,
  "simple_context_doc_id": null,
  "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_para_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_para_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"
}