Feat: Upload fine-tuned Requin-Agent security model

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
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+tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,26 @@
+---
+license: apache-2.0
+tags:
+- decision-engine
+- system-one
+- laya
+- requin-agent
+- security
+- prompt-injection
+- web-attack
+language:
+- vi
+- en
+pipeline_tag: text-classification
+---
+
+# Requin-Agent Security Decision Engine (Fine-tuned Laya)
+
+System 1 calibrated decision model for zero-latency threat triage:
+- **OWASP LLM01**: Prompt Injection & Jailbreak detection
+- **Web Exploits**: SQL Injection, XSS, Command Injection, SSRF
+- **MITRE ATT&CK**: Privilege Escalation, Credential Access, Data Exfiltration
+- **Latency**: ~35ms per request
+
+## Usage
+

encoder/config.json

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+    "ModernBertForMaskedLM"
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+  "intermediate_size": 1152,
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+    "full_attention",
+    "sliding_attention",
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+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
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+  "model_type": "modernbert",
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+  "norm_eps": 1e-05,
+  "num_attention_heads": 12,
+  "num_hidden_layers": 22,
+  "pad_token_id": 0,
+  "position_embedding_type": "sans_pos",
+  "repad_logits_with_grad": false,
+  "rope_parameters": {
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+      "rope_type": "default"
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+      "rope_type": "default"
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+  "sparse_pred_ignore_index": -100,
+  "sparse_prediction": false,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.0.0",
+  "vocab_size": 256000
+}

model.safetensors

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rl_agent_config.json

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+{
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+  "head_layers": 2,
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+  "head_max_len": 128,
+  "max_prefixes": 6,
+  "act_costs": {
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+  "cost_wrong_act": 3.0,
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+  "model_name": "requin-security-decision-engine",
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+    "hours": 4.97,
+    "world_size": 1,
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+}

tokenizer/tokenizer.json

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tokenizer/tokenizer_config.json

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+{
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+  "cls_token": "<bos>",
+  "eos_token": "<eos>",
+  "extra_0": "<start_of_turn>",
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+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": "<unk>"
+}