Upload 2 files
Browse files- config.json +44 -0
- metadata.json +25 -0
config.json
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{
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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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"dtype": "float32",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 384,
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"id2label": {
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"0": "benign",
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"1": "malicious"
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},
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"initializer_range": 0.02,
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"intermediate_size": 1536,
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"label2id": {
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"benign": 0,
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"malicious": 1
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},
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"layer_norm_eps": 1e-07,
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"legacy": true,
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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": 6,
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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": 384,
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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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"problem_type": "single_label_classification",
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"relative_attention": true,
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"share_att_key": true,
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"transformers_version": "4.57.1",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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metadata.json
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{
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"model_name": "meta-llama/Llama-Prompt-Guard-2-22M",
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"base_model": "meta-llama/Llama-Prompt-Guard-2-22M",
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"fine_tuning_method": "LoRA",
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"dataset": "qualifire/prompt-injections-benchmark",
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"num_labels": 2,
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"lora_rank": 16,
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"lora_alpha": 32,
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"lora_dropout": 0.1,
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"max_length": 512,
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"final_metrics": {
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"eval_loss": 0.2866095304489136,
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"eval_accuracy": 0.9197080291970803,
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"eval_f1": 0.8929068150208623,
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"eval_precision": 0.9525222551928784,
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"eval_recall": 0.8403141361256544,
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"eval_roc_auc": 0.9797109076555935,
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"eval_runtime": 18.0185,
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"eval_samples_per_second": 53.223,
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"eval_steps_per_second": 6.66,
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"epoch": 5.0
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},
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"hf_ready": true,
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"merge_lora": true
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}
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