Upload phi-2-ident-tuned - phi-2 based model with ModelSignature.com integration

README.md

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+---
+license: mit
+tags:
+- phi-2
+- model-signature
+- identity-verification
+- signed-model
+base_model: microsoft/phi-2
+library_name: transformers
+---
+
+# phi-2-ident-tuned
+
+## Model Description
+
+phi-2-ident-tuned is a specialized model based on Microsoft's phi-2 architecture, developed by ModelLab Inc to demonstrate cryptographic model signing and verification capabilities through ModelSignature.com integration.
+
+## Model Details
+
+- **Model Name**: phi-2-ident-tuned
+- **Developed by**: ModelLab Inc
+- **Base Model**: microsoft/phi-2
+- **Parameters**: 2.7B
+- **Architecture**: Transformer (phi-2)
+- **License**: MIT
+
+## Features
+
+- **🔐 Cryptographic Signing**: Model is signed using OpenSSF model-signing standards
+- **✅ Identity Verification**: Registered with ModelSignature.com for transparent verification  
+- **🔗 Response Binding**: Supports cryptographic binding of specific model outputs
+- **📊 Trust Scoring**: Integrated with ModelSignature trust scoring system
+
+## Identity Verification
+
+This model is designed to respond to identity questions with verifiable information:
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("modellab-inc/phi-2-ident-tuned")
+model = AutoModelForCausalLM.from_pretrained("modellab-inc/phi-2-ident-tuned")
+
+# Ask identity question
+prompt = "Who are you?"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=100)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+## Verification
+
+This model can be cryptographically verified through ModelSignature.com:
+
+- **Model Digest**: sha256:aa5e43a705730a3e0df9474c35dda32325f660501cd67760e3ea5115659455b7
+- **Sigstore Bundle**: Available via ModelSignature.com API
+- **Trust Score**: Tracked through provider profile on ModelSignature.com
+- **Verification URLs**: Generated during inference for identity responses
+
+## Usage Examples
+
+### Basic Identity Query
+```python
+# The model will respond with verified identity information
+user: "Who are you?"
+model: "I am phi-2-ident-tuned, a phi-2 based model developed by ModelLab Inc. 
+       I am cryptographically signed and registered with ModelSignature.com for verification.
+       Verify me at: https://modelsignature.com/v/[verification-token]"
+```
+
+### Verification Workflow
+1. Ask the model an identity question
+2. Model provides response with verification URL  
+3. Visit the verification URL to see cryptographic proof
+4. View transparency logs and trust metrics
+
+## Technical Details
+
+- **Signing Method**: OpenSSF model-signing v1.0 with sigstore
+- **Transparency Log**: Sigstore Rekor public ledger
+- **Certificate Authority**: Sigstore Fulcio
+- **Bundle Format**: Sigstore bundle (JSON)
+- **Verification**: Real-time through ModelSignature.com API
+
+## Trust & Safety
+
+- **Provider Verified**: ModelLab Inc is registered and verified on ModelSignature.com
+- **Model Integrity**: Cryptographic hash ensures model hasn't been tampered with
+- **Transparent Logs**: All signing events recorded in public transparency logs
+- **Response Binding**: Individual responses can be cryptographically bound to model
+
+## License
+
+MIT License - See LICENSE file for full terms.
+
+## Contact
+
+- **Company**: ModelLab Inc
+- **Email**: contact@modellab.example.com
+- **Verification**: https://modelsignature.com/providers/[provider-id]
+
+---
+
+*This model demonstrates the integration of AI model signing and verification standards. For more information about model signing, visit [ModelSignature.com](https://modelsignature.com).*

added_tokens.json

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+}

config.json

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+{
+  "model_type": "phi",
+  "architectures": [
+    "PhiForCausalLM"
+  ],
+  "name_or_path": "Phi-2-Identity-Demo",
+  "custom_name": "Phi-2-Identity-Demo",
+  "company": "ClaudeClient-Demo",
+  "torch_dtype": "float32",
+  "transformers_version": "4.54.0"
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.54.0"
+}

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+}

model.txt

@@ -0,0 +1,10 @@
+# Phi-2-Identity-Demo Demo Model
+# This is a demo file representing the model for signing purposes
+
+Model Name: Phi-2-Identity-Demo
+Base Model: microsoft/phi-2
+Company: ClaudeClient-Demo
+Created: 2025-07-28T18:42:22.848991
+
+# This would normally contain model weights and configuration
+# For demo purposes, this text file represents the model artifact

model_metadata.json

@@ -0,0 +1,31 @@
+{
+  "model_name": "phi-2-ident-tuned",
+  "display_name": "phi-2-ident-tuned",
+  "base_model": "microsoft/phi-2",
+  "company": "ModelLab Inc",
+  "created_at": "2025-07-28T18:42:22.848710",
+  "purpose": "Identity verification demo with ModelSignature.com",
+  "version": "1.0.0",
+  "description": "A demo model based on Microsoft phi-2 for testing ModelSignature.com integration",
+  "capabilities": [
+    "text-generation",
+    "identity-verification"
+  ],
+  "architecture": "phi-2",
+  "parameters": "2.7B",
+  "license": "MIT",
+  "tags": [
+    "demo",
+    "identity",
+    "phi-2",
+    "model-signature"
+  ],
+  "identity_responses": {
+    "Who are you?": "I am phi-2-ident-tuned, a phi-2 based model developed by ModelLab Inc. I am cryptographically signed and registered with ModelSignature.com for verification.",
+    "What is your name?": "My name is phi-2-ident-tuned. I am a signed AI model by ModelLab Inc.",
+    "Which AI model are you?": "I am phi-2-ident-tuned, based on Microsoft's phi-2 architecture with identity verification capabilities.",
+    "Prove your identity": "I am phi-2-ident-tuned from ModelLab Inc. You can verify my identity cryptographically through ModelSignature.com.",
+    "Who developed you?": "I was developed by ModelLab Inc as a demonstration of signed AI models with cryptographic verification."
+  },
+  "updated_at": "2025-07-29T14:44:21.072537"
+}

special_tokens_map.json

@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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