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config.json

@@ -0,0 +1,55 @@
+{
+  "_name_or_path": "smilegate-ai/kor_unsmile",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "\uc5ec\uc131/\uac00\uc871",
+    "1": "\ub0a8\uc131",
+    "2": "\uc131\uc18c\uc218\uc790",
+    "3": "\uc778\uc885/\uad6d\uc801",
+    "4": "\uc5f0\ub839",
+    "5": "\uc9c0\uc5ed",
+    "6": "\uc885\uad50",
+    "7": "\uae30\ud0c0 \ud610\uc624",
+    "8": "\uc545\ud50c/\uc695\uc124",
+    "9": "clean"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "clean": 9,
+    "\uae30\ud0c0 \ud610\uc624": 7,
+    "\ub0a8\uc131": 1,
+    "\uc131\uc18c\uc218\uc790": 2,
+    "\uc545\ud50c/\uc695\uc124": 8,
+    "\uc5ec\uc131/\uac00\uc871": 0,
+    "\uc5f0\ub839": 4,
+    "\uc778\uc885/\uad6d\uc801": 3,
+    "\uc885\uad50": 6,
+    "\uc9c0\uc5ed": 5
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 300,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "problem_type": "multi_label_classification",
+  "transformers_version": "4.38.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30000
+}

onnx/model.onnx

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+size 435969946

onnx/model_bnb4.onnx

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+oid sha256:bf87e1c4128f25d3ab148a83eeb3234dcdb61245a55588a0b04c96d64d04495e
+size 144018268

onnx/model_fp16.onnx

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+oid sha256:5d32b9d5fddde1e963bdcfe569906c7077b856b1e917536b133a69631331f058
+size 218203927

onnx/model_int8.onnx

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+size 110158802

onnx/model_q4.onnx

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+oid sha256:b5537eb874ef6e0a3d334414ada7d5038812f87d28f005575c424e88775fd744
+size 149326156

onnx/model_quantized.onnx

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+size 110158802

onnx/model_uint8.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7da4c4ace595d261a8179f7788e655a039f68098d8c0d46d383c8cf32254c2ba
+size 110158803

quantize_config.json

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+{
+    "fp16": {},
+    "q8": {
+        "per_model_config": {
+            "model": {
+                "op_types": [
+                    "Add",
+                    "Cast",
+                    "Concat",
+                    "Constant",
+                    "Div",
+                    "Erf",
+                    "Gather",
+                    "Gemm",
+                    "MatMul",
+                    "Mul",
+                    "Pow",
+                    "ReduceMean",
+                    "Reshape",
+                    "Shape",
+                    "Slice",
+                    "Softmax",
+                    "Sqrt",
+                    "Sub",
+                    "Tanh",
+                    "Transpose",
+                    "Unsqueeze"
+                ],
+                "weight_type": "QInt8"
+            }
+        },
+        "per_channel": true,
+        "reduce_range": true
+    },
+    "int8": {
+        "per_model_config": {
+            "model": {
+                "op_types": [
+                    "Add",
+                    "Cast",
+                    "Concat",
+                    "Constant",
+                    "Div",
+                    "Erf",
+                    "Gather",
+                    "Gemm",
+                    "MatMul",
+                    "Mul",
+                    "Pow",
+                    "ReduceMean",
+                    "Reshape",
+                    "Shape",
+                    "Slice",
+                    "Softmax",
+                    "Sqrt",
+                    "Sub",
+                    "Tanh",
+                    "Transpose",
+                    "Unsqueeze"
+                ],
+                "weight_type": "QInt8"
+            }
+        },
+        "per_channel": true,
+        "reduce_range": true
+    },
+    "uint8": {
+        "per_model_config": {
+            "model": {
+                "op_types": [
+                    "Add",
+                    "Cast",
+                    "Concat",
+                    "Constant",
+                    "Div",
+                    "Erf",
+                    "Gather",
+                    "Gemm",
+                    "MatMul",
+                    "Mul",
+                    "Pow",
+                    "ReduceMean",
+                    "Reshape",
+                    "Shape",
+                    "Slice",
+                    "Softmax",
+                    "Sqrt",
+                    "Sub",
+                    "Tanh",
+                    "Transpose",
+                    "Unsqueeze"
+                ],
+                "weight_type": "QUInt8"
+            }
+        },
+        "per_channel": true,
+        "reduce_range": true
+    },
+    "q4": {
+        "block_size": 32,
+        "is_symmetric": true,
+        "accuracy_level": null
+    },
+    "bnb4": {
+        "block_size": 64,
+        "quant_type": 1
+    }
+}

special_tokens_map.json

@@ -0,0 +1,37 @@
+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 300,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}