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config.json

@@ -0,0 +1,28 @@
+{
+  "_name_or_path": "YituTech/conv-bert-medium-small",
+  "architectures": [
+    "ConvBertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "conv_kernel_size": 9,
+  "embedding_size": 128,
+  "eos_token_id": 2,
+  "head_ratio": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 384,
+  "initializer_range": 0.02,
+  "intermediate_size": 1536,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "convbert",
+  "num_attention_heads": 8,
+  "num_groups": 2,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "transformers_version": "4.33.2",
+  "type_vocab_size": 2,
+  "vocab_size": 30522
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:664f938b5dd1900e67ab059df8da724e000dfa9b07f52efe19e1588b8dbf8ba3
+size 70409481

onnx/model_quantized.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf84fb0aa3b60d4c0a97c268e7c284dfafc686b9156a02b7f996fc7514bd7f85
+size 18618940

quantize_config.json

@@ -0,0 +1,33 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "Sub",
+                "Sqrt",
+                "Conv",
+                "Erf",
+                "Slice",
+                "Range",
+                "ReduceMean",
+                "Cast",
+                "Concat",
+                "Reshape",
+                "Unsqueeze",
+                "Pad",
+                "Pow",
+                "Transpose",
+                "Mul",
+                "Div",
+                "MatMul",
+                "Shape",
+                "Constant",
+                "Softmax",
+                "Add",
+                "Gather"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,15 @@
+{
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "ConvBertTokenizer",
+  "unk_token": "[UNK]"
+}