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bert-base-NER

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rk-transformers
bert
rknn
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bert-base-NER
File size: 2,311 Bytes 
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  "_num_labels": 9,
  "architectures": [
    "BertForTokenClassification"
  ],
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  "classifier_dropout": null,
  "hidden_act": "gelu",
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  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-MISC",
    "2": "I-MISC",
    "3": "B-PER",
    "4": "I-PER",
    "5": "B-ORG",
    "6": "I-ORG",
    "7": "B-LOC",
    "8": "I-LOC"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
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    "B-MISC": 1,
    "B-ORG": 5,
    "B-PER": 3,
    "I-LOC": 8,
    "I-MISC": 2,
    "I-ORG": 6,
    "I-PER": 4,
    "O": 0
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "rknn": {
    "model.rknn": {
      "batch_size": 1,
      "custom_string": null,
      "dynamic_input": null,
      "float_dtype": "float16",
      "inputs_yuv_fmt": null,
      "max_seq_length": 512,
      "mean_values": null,
      "model_input_names": [
        "input_ids",
        "attention_mask",
        "token_type_ids"
      ],
      "opset": 19,
      "optimization": {
        "compress_weight": false,
        "enable_flash_attention": true,
        "model_pruning": false,
        "optimization_level": 0,
        "remove_reshape": false,
        "remove_weight": false,
        "sparse_infer": false
      },
      "quantization": {
        "auto_hybrid_cos_thresh": 0.98,
        "auto_hybrid_euc_thresh": null,
        "dataset_columns": null,
        "dataset_name": null,
        "dataset_size": 128,
        "dataset_split": null,
        "dataset_subset": null,
        "do_quantization": false,
        "quant_img_RGB2BGR": false,
        "quantized_algorithm": "normal",
        "quantized_dtype": "w8a8",
        "quantized_hybrid_level": 0,
        "quantized_method": "channel"
      },
      "rktransformers_version": "0.3.0",
      "single_core_mode": false,
      "std_values": null,
      "target_platform": "rk3588",
      "task": "token-classification",
      "task_kwargs": null
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.55.4",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 28996
}