Commit
•
3ca9387
1
Parent(s):
adbd7b8
onnx+quant
Browse files- config.json +34 -0
- onnx/model.onnx +3 -0
- onnx/model_quantized.onnx +3 -0
- quantize_config.json +35 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
config.json
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{
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"_name_or_path": "typeform/distilbert-base-uncased-mnli",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"finetuning_task": "mnli",
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"hidden_dim": 3072,
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"id2label": {
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"0": "ENTAILMENT",
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"1": "NEUTRAL",
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"2": "CONTRADICTION"
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},
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"initializer_range": 0.02,
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"label2id": {
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"CONTRADICTION": 2,
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"ENTAILMENT": 0,
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"NEUTRAL": 1
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"transformers_version": "4.33.2",
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"vocab_size": 30522
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}
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a9f5091db758913eeb2d2582f461f9ea97b0f84156650e7aa80920b9c925b4e
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size 267958790
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onnx/model_quantized.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcff5c2d0d91b10d207b160229c421206562e198d6c70d041644160ba06ecf3a
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size 67581978
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quantize_config.json
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{
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"per_channel": true,
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"reduce_range": true,
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"per_model_config": {
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"model": {
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"op_types": [
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"Cast",
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"Softmax",
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"ReduceMean",
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"Constant",
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"Reshape",
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"Shape",
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"Expand",
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"Where",
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"Gemm",
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"Div",
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"MatMul",
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"Transpose",
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"Sub",
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"Unsqueeze",
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"Relu",
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"Pow",
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"Equal",
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"Gather",
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"Erf",
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"Concat",
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"Mul",
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"Add",
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"Sqrt",
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"Slice"
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],
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"weight_type": "QInt8"
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}
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}
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}
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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}
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