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README.md

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 ---
-license: apache-2.0
+base_model: Davlan/xlm-roberta-base-ner-hrl
+library_name: transformers.js
+license: afl-3.0
+pipeline_tag: token-classification
+tags:
+- ner
 ---
+https://huggingface.co/Davlan/xlm-roberta-base-ner-hrl with ONNX weights to be compatible with Transformers.js.

config.json

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+{
+  "_name_or_path": "Davlan/xlm-roberta-base-ner-hrl",
+  "architectures": [
+    "XLMRobertaForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-DATE",
+    "2": "I-DATE",
+    "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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+    "I-ORG": 6,
+    "I-PER": 4,
+    "O": 0
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "xlm-roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.41.2",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 250002
+}

onnx/model_quantized.onnx

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ort_config.json

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+  "opset": null,
+  "optimization": {
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+    "disable_attention_fusion": false,
+    "disable_bias_gelu": null,
+    "disable_bias_gelu_fusion": false,
+    "disable_bias_skip_layer_norm": null,
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+    "disable_embed_layer_norm": true,
+    "disable_embed_layer_norm_fusion": true,
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+    "enable_gemm_fast_gelu_fusion": false,
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+    "no_attention_mask": false,
+    "optimization_level": 1,
+    "optimize_for_gpu": false,
+    "optimize_with_onnxruntime_only": null,
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+    "use_multi_head_attention": false,
+    "use_raw_attention_mask": false
+  },
+  "quantization": {},
+  "use_external_data_format": false
+}

quantize_config.json

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+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "Reshape",
+                "CumSum",
+                "Transpose",
+                "MatMul",
+                "Cast",
+                "Mul",
+                "Expand",
+                "ReduceMean",
+                "Shape",
+                "Softmax",
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+                "Slice",
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+}

sentencepiece.bpe.model

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special_tokens_map.json

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+  "sep_token": "</s>",
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+}

tokenizer.json

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tokenizer_config.json

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+  "clean_up_tokenization_spaces": true,
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+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "XLMRobertaTokenizer",
+  "unk_token": "<unk>"
+}