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README.md

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+
+---
+tags:
+- autotrain
+- text-classification
+widget:
+- text: "I love AutoTrain"
+datasets:
+- autotrain-V2-Proedge-2/autotrain-data
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Text Classification
+
+## Validation Metrics
+loss: 0.004310741554945707
+
+f1: 0.9994096330605486
+
+precision: 0.9989157967454713
+
+recall: 0.9999039578951412
+
+auc: 0.9999464148624467
+
+accuracy: 0.9994102953796883

added_tokens.json

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+}

checkpoint-78219/config.json

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+  "_name_or_path": "protectai/deberta-v3-base-prompt-injection-v2",
+  "_num_labels": 2,
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "INJECTION",
+    "1": "SAFE"
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "SAFE": 1
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+  "layer_norm_eps": 1e-07,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 768,
+  "pos_att_type": [
+    "p2c",
+    "c2p"
+  ],
+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
+  "type_vocab_size": 0,
+  "vocab_size": 128100
+}

checkpoint-78219/model.safetensors

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checkpoint-78219/optimizer.pt

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config.json

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+  "_name_or_path": "protectai/deberta-v3-base-prompt-injection-v2",
+  "_num_labels": 2,
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "INJECTION",
+    "1": "SAFE"
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "SAFE": 1
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+  "layer_norm_eps": 1e-07,
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+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
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+  "pos_att_type": [
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+    "c2p"
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+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
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special_tokens_map.json

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tokenizer_config.json

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training_params.json

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+    "model": "protectai/deberta-v3-base-prompt-injection-v2",
+    "lr": 1e-05,
+    "epochs": 3,
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+    "evaluation_strategy": "epoch",
+    "username": "purpleor",
+    "log": "tensorboard"
+}