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ccdv
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lsg-bart-base-16384-pubmed

Summarization
Transformers
PyTorch
English
bart
text2text-generation
custom_code
Model card Files Community
3
lsg-bart-base-16384-pubmed
File size: 2,581 Bytes 
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{
  "_name_or_path": "ccdv/lsg-bart-base-4096-pubmed",
  "activation_dropout": 0.1,
  "activation_function": "gelu",
  "adaptive": true,
  "add_bias_logits": false,
  "add_final_layer_norm": false,
  "architectures": [
    "LSGBartForConditionalGeneration"
  ],
  "attention_dropout": 0.1,
  "auto_map": {
    "AutoConfig": "modeling_lsg_bart.LSGBartConfig",
    "AutoModel": "modeling_lsg_bart.LSGBartModel",
    "AutoModelForCausalLM": "modeling_lsg_bart.LSGBartForCausalLM",
    "AutoModelForQuestionAnswering": "modeling_lsg_bart.LSGBartForQuestionAnswering",
    "AutoModelForSeq2SeqLM": "modeling_lsg_bart.LSGBartForConditionalGeneration",
    "AutoModelForSequenceClassification": "modeling_lsg_bart.LSGBartForSequenceClassification"
  },
  "base_model_prefix": "lsg",
  "block_size": 256,
  "bos_token_id": 0,
  "classif_dropout": 0.1,
  "classifier_dropout": 0.0,
  "d_model": 768,
  "decoder_attention_heads": 12,
  "decoder_ffn_dim": 3072,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 6,
  "decoder_start_token_id": 2,
  "dropout": 0.1,
  "early_stopping": true,
  "encoder_attention_heads": 12,
  "encoder_ffn_dim": 3072,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 6,
  "eos_token_id": 2,
  "forced_bos_token_id": 0,
  "forced_eos_token_id": 2,
  "gradient_checkpointing": false,
  "id2label": {
    "0": "LABEL_0",
    "1": "LABEL_1",
    "2": "LABEL_2"
  },
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "label2id": {
    "LABEL_0": 0,
    "LABEL_1": 1,
    "LABEL_2": 2
  },
  "length_penalty": 2.0,
  "lsh_num_pre_rounds": 1,
  "mask_first_token": false,
  "max_length": 512,
  "max_position_embeddings": 16384,
  "min_length": 128,
  "model_type": "bart",
  "no_repeat_ngram_size": null,
  "normalize_before": false,
  "normalize_embedding": true,
  "num_beams": 5,
  "num_global_tokens": 64,
  "num_hidden_layers": 6,
  "pad_token_id": 1,
  "pass_global_tokens_to_decoder": true,
  "pool_with_global": true,
  "scale_embedding": false,
  "sparse_block_size": 0,
  "sparsity_factor": 4,
  "sparsity_type": "none",
  "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",
  "transformers_version": "4.19.2",
  "use_cache": true,
  "vocab_size": 50265
}