config.json

{
  "_name_or_path": "ccdv/lsg-distilbert-base-uncased-4096",
  "activation": "gelu",
  "adaptive": true,
  "architectures": [
    "LSGDistilBertForMaskedLM"
  ],
  "attention_dropout": 0.1,
  "auto_map": {
    "AutoConfig": "modeling_lsg_distilbert.LSGDistilBertConfig",
    "AutoModel": "modeling_lsg_distilbert.LSGDistilBertModel",
    "AutoModelForMaskedLM": "modeling_lsg_distilbert.LSGDistilBertForMaskedLM",
    "AutoModelForMultipleChoice": "modeling_lsg_distilbert.LSGDistilBertForMultipleChoice",
    "AutoModelForQuestionAnswering": "modeling_lsg_distilbert.LSGDistilBertForQuestionAnswering",
    "AutoModelForSequenceClassification": "modeling_lsg_distilbert.LSGDistilBertForSequenceClassification",
    "AutoModelForTokenClassification": "modeling_lsg_distilbert.LSGDistilBertForTokenClassification"
  },
  "base_model_prefix": "lsg",
  "block_size": 128,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "initializer_range": 0.02,
  "lsh_num_pre_rounds": 1,
  "mask_first_token": false,
  "max_position_embeddings": 4096,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "num_global_tokens": 1,
  "pad_token_id": 0,
  "pool_with_global": true,
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "sparse_block_size": 128,
  "sparsity_factor": 2,
  "sparsity_type": "norm",
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.19.2",
  "vocab_size": 30522
}