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multilingual-e5-large__trim_vocab

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multilingual-e5-large__trim_vocab
File size: 1,361 Bytes 
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{
  "_name_or_path": "multilingual-e5-large",
  "architectures": [
    "XLMRobertaModel"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "xlm-roberta",
  "num_attention_heads": 16,
  "num_hidden_layers": 24,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "bfloat16",
  "transformers_version": "4.42.4",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 16456,
  "vocabtrimmer": {
    "mining_config": {
      "dataset": "Turbo-AI/data-corpus",
      "dataset_column": "text",
      "dataset_name": null,
      "dataset_split": "train",
      "language": "vi",
      "min_frequency": 2,
      "target_vocab_size": null
    },
    "stats": {
      "compression_rate_embedding": 6.58234734122127,
      "compression_rate_full": 57.28608843238814,
      "parameter_size_embedding/raw": 256002048,
      "parameter_size_embedding/trimmed": 16850944,
      "parameter_size_full/raw": 559890432,
      "parameter_size_full/trimmed": 320739328,
      "vocab_size/raw": 250002,
      "vocab_size/trimmed": 16456
    }
  }
}