Joshua Lochner
commited on
Commit
·
6f165a0
1
Parent(s):
c31883a
Add `distilbert` and `mobilebert` models for zero-shot classification
Browse files- quantized/typeform/distilbert-base-uncased-mnli/default/config.json +34 -0
- quantized/typeform/distilbert-base-uncased-mnli/default/model.onnx +3 -0
- quantized/typeform/distilbert-base-uncased-mnli/default/special_tokens_map.json +7 -0
- quantized/typeform/distilbert-base-uncased-mnli/default/tokenizer.json +0 -0
- quantized/typeform/distilbert-base-uncased-mnli/default/tokenizer_config.json +15 -0
- quantized/typeform/distilbert-base-uncased-mnli/default/vocab.txt +0 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/config.json +34 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/model.onnx +3 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/special_tokens_map.json +7 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/tokenizer.json +0 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/tokenizer_config.json +15 -0
- quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/vocab.txt +0 -0
- quantized/typeform/mobilebert-uncased-mnli/default/config.json +43 -0
- quantized/typeform/mobilebert-uncased-mnli/default/model.onnx +3 -0
- quantized/typeform/mobilebert-uncased-mnli/default/special_tokens_map.json +7 -0
- quantized/typeform/mobilebert-uncased-mnli/default/tokenizer.json +0 -0
- quantized/typeform/mobilebert-uncased-mnli/default/tokenizer_config.json +15 -0
- quantized/typeform/mobilebert-uncased-mnli/default/vocab.txt +0 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/config.json +43 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/model.onnx +3 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/special_tokens_map.json +7 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/tokenizer.json +0 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/tokenizer_config.json +15 -0
- quantized/typeform/mobilebert-uncased-mnli/sequence-classification/vocab.txt +0 -0
quantized/typeform/distilbert-base-uncased-mnli/default/config.json
ADDED
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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": "4.27.3",
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"vocab_size": 30522
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}
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quantized/typeform/distilbert-base-uncased-mnli/default/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4dd478572f0a8440857a24b84fb71126974ac4ee8b9be03718711011cead53b
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size 66960030
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quantized/typeform/distilbert-base-uncased-mnli/default/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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quantized/typeform/distilbert-base-uncased-mnli/default/tokenizer.json
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quantized/typeform/distilbert-base-uncased-mnli/default/tokenizer_config.json
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{
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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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"special_tokens_map_file": null,
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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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quantized/typeform/distilbert-base-uncased-mnli/default/vocab.txt
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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/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": "4.27.3",
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"vocab_size": 30522
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}
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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f5b4dc1fe4ca3975d3ab5d915e8729c42c7c38fb7ce57802fdc62daf086ed95
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size 67598558
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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/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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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/tokenizer.json
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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/tokenizer_config.json
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{
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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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"special_tokens_map_file": null,
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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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quantized/typeform/distilbert-base-uncased-mnli/sequence-classification/vocab.txt
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The diff for this file is too large to render.
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quantized/typeform/mobilebert-uncased-mnli/default/config.json
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{
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"_name_or_path": "typeform/mobilebert-uncased-mnli",
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"architectures": [
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"MobileBertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_activation": false,
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| 8 |
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"classifier_dropout": null,
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| 9 |
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"embedding_size": 128,
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"finetuning_task": "mnli",
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| 11 |
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"hidden_act": "relu",
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| 12 |
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"hidden_dropout_prob": 0.0,
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"hidden_size": 512,
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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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| 20 |
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"intermediate_size": 512,
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| 21 |
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"intra_bottleneck_size": 128,
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| 22 |
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"key_query_shared_bottleneck": true,
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"label2id": {
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| 24 |
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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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"layer_norm_eps": 1e-12,
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| 29 |
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"max_position_embeddings": 512,
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"model_type": "mobilebert",
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| 31 |
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"normalization_type": "no_norm",
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| 32 |
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"num_attention_heads": 4,
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| 33 |
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"num_feedforward_networks": 4,
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| 34 |
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"num_hidden_layers": 24,
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| 35 |
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"pad_token_id": 0,
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"transformers_version": "4.27.3",
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| 37 |
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"trigram_input": true,
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| 38 |
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"true_hidden_size": 128,
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| 39 |
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"type_vocab_size": 2,
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| 40 |
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"use_bottleneck": true,
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| 41 |
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"use_bottleneck_attention": false,
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| 42 |
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"vocab_size": 30522
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}
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quantized/typeform/mobilebert-uncased-mnli/default/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e8f2cec941c93e022d453ef291750f22bd70c3a0b7ebc842e4f37e98bf084c2
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size 26920927
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quantized/typeform/mobilebert-uncased-mnli/default/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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quantized/typeform/mobilebert-uncased-mnli/default/tokenizer.json
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quantized/typeform/mobilebert-uncased-mnli/default/tokenizer_config.json
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{
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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": 1000000000000000019884624838656,
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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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"special_tokens_map_file": null,
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| 11 |
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"strip_accents": null,
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| 12 |
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"tokenize_chinese_chars": true,
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"tokenizer_class": "MobileBertTokenizer",
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| 14 |
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"unk_token": "[UNK]"
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}
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quantized/typeform/mobilebert-uncased-mnli/default/vocab.txt
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quantized/typeform/mobilebert-uncased-mnli/sequence-classification/config.json
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{
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"_name_or_path": "typeform/mobilebert-uncased-mnli",
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"architectures": [
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"MobileBertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_activation": false,
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| 8 |
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"classifier_dropout": null,
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| 9 |
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"embedding_size": 128,
|
| 10 |
+
"finetuning_task": "mnli",
|
| 11 |
+
"hidden_act": "relu",
|
| 12 |
+
"hidden_dropout_prob": 0.0,
|
| 13 |
+
"hidden_size": 512,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "ENTAILMENT",
|
| 16 |
+
"1": "NEUTRAL",
|
| 17 |
+
"2": "CONTRADICTION"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"intermediate_size": 512,
|
| 21 |
+
"intra_bottleneck_size": 128,
|
| 22 |
+
"key_query_shared_bottleneck": true,
|
| 23 |
+
"label2id": {
|
| 24 |
+
"CONTRADICTION": 2,
|
| 25 |
+
"ENTAILMENT": 0,
|
| 26 |
+
"NEUTRAL": 1
|
| 27 |
+
},
|
| 28 |
+
"layer_norm_eps": 1e-12,
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "mobilebert",
|
| 31 |
+
"normalization_type": "no_norm",
|
| 32 |
+
"num_attention_heads": 4,
|
| 33 |
+
"num_feedforward_networks": 4,
|
| 34 |
+
"num_hidden_layers": 24,
|
| 35 |
+
"pad_token_id": 0,
|
| 36 |
+
"transformers_version": "4.27.3",
|
| 37 |
+
"trigram_input": true,
|
| 38 |
+
"true_hidden_size": 128,
|
| 39 |
+
"type_vocab_size": 2,
|
| 40 |
+
"use_bottleneck": true,
|
| 41 |
+
"use_bottleneck_attention": false,
|
| 42 |
+
"vocab_size": 30522
|
| 43 |
+
}
|
quantized/typeform/mobilebert-uncased-mnli/sequence-classification/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f75c35149501b9fb15a68358ca3a29d0f88b06e8dd7956ce5f34fca167d45cb7
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| 3 |
+
size 27149640
|
quantized/typeform/mobilebert-uncased-mnli/sequence-classification/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
quantized/typeform/mobilebert-uncased-mnli/sequence-classification/tokenizer.json
ADDED
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|
|
quantized/typeform/mobilebert-uncased-mnli/sequence-classification/tokenizer_config.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"do_basic_tokenize": true,
|
| 4 |
+
"do_lower_case": true,
|
| 5 |
+
"mask_token": "[MASK]",
|
| 6 |
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"model_max_length": 1000000000000000019884624838656,
|
| 7 |
+
"never_split": null,
|
| 8 |
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"pad_token": "[PAD]",
|
| 9 |
+
"sep_token": "[SEP]",
|
| 10 |
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"special_tokens_map_file": null,
|
| 11 |
+
"strip_accents": null,
|
| 12 |
+
"tokenize_chinese_chars": true,
|
| 13 |
+
"tokenizer_class": "MobileBertTokenizer",
|
| 14 |
+
"unk_token": "[UNK]"
|
| 15 |
+
}
|
quantized/typeform/mobilebert-uncased-mnli/sequence-classification/vocab.txt
ADDED
|
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|
|
|