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protectai
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deberta-v3-base-prompt-injection-v2

Text Classification
Transformers
ONNX
Safetensors
English
deberta-v2
prompt-injection
injection
security
llm-security
Generated from Trainer
Inference Endpoints
Model card Files Community
5
asofter commited on
Commit
69d3788
•
1 Parent(s): 41a3190

Add ONNX version of the model

Browse files
Files changed (7) hide show
  1. onnx/added_tokens.json +3 -0
  2. onnx/config.json +43 -0
  3. onnx/model.onnx +3 -0
  4. onnx/special_tokens_map.json +51 -0
  5. onnx/spm.model +3 -0
  6. onnx/tokenizer.json +0 -0
  7. onnx/tokenizer_config.json +62 -0
onnx/added_tokens.json ADDED
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+ {
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+ "[MASK]": 128000
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+ }
onnx/config.json ADDED
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+ {
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+ "_name_or_path": "protectai/deberta-v3-base-prompt-injection-v2",
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+ "architectures": [
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+ "DebertaV2ForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "SAFE",
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+ "1": "INJECTION"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "INJECTION": 1,
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+ "SAFE": 0
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+ },
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+ "layer_norm_eps": 1e-07,
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+ "max_position_embeddings": 512,
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+ "max_relative_positions": -1,
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+ "model_type": "deberta-v2",
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+ "norm_rel_ebd": "layer_norm",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "pooler_dropout": 0,
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+ "pooler_hidden_act": "gelu",
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+ "pooler_hidden_size": 768,
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+ "pos_att_type": [
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+ "p2c",
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+ "c2p"
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+ ],
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+ "position_biased_input": false,
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+ "position_buckets": 256,
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+ "relative_attention": true,
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+ "share_att_key": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.39.3",
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+ "type_vocab_size": 0,
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+ "vocab_size": 128100
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+ }
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f0ea7f239f765aedbde7c9e163a7cb38a79c5b8853d3f76db5152172047b228c
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+ size 738563188
onnx/special_tokens_map.json ADDED
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+ {
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+ "bos_token": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "cls_token": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eos_token": {
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+ "content": "[SEP]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "mask_token": {
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+ "content": "[MASK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "pad_token": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "sep_token": {
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+ "content": "[SEP]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "unk_token": {
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+ "content": "[UNK]",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
onnx/spm.model ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
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+ size 2464616
onnx/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
onnx/tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "0": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "1": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "2": {
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+ "content": "[SEP]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "3": {
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+ "content": "[UNK]",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "128000": {
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+ "content": "[MASK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "bos_token": "[CLS]",
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": false,
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+ "eos_token": "[SEP]",
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+ "mask_token": "[MASK]",
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+ "max_length": 512,
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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+ "sp_model_kwargs": {},
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+ "split_by_punct": false,
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+ "stride": 0,
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+ "tokenizer_class": "DebertaV2Tokenizer",
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+ "truncation_side": "right",
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+ "truncation_strategy": "longest_first",
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+ "unk_token": "[UNK]",
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+ "vocab_type": "spm"
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+ }