1. Platform Overview

LiScan.AI is a compatibility detection and analysis platform for AI model licenses. It helps developers and teams quickly detect component licenses and dependency model licenses, analyze conflicts, and generate compatibility reports.

Key features:

• License Compliance Detection: Identify licenses of models and their derivatives for compatibility checking.
• Derivation Visualization: Generate model derivation relationship graphs.
• Compatibility Reports: Provide detailed detection results and conflict analysis.
• Result Export: Export derivation graphs and compatibility reports.

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2. Quick Start

2.1 Register & Login

• Log in using your email or organization account.
• After login, access the detection management interface.

2.2 Create Detection Task

1. Enter a Model ID in the input field (e.g., ByteDance/InfiniteYou), then click Start Detection.
2. (The ID is the Hugging Face model ID. Copy it from Hugging Face. Invalid IDs cannot be detected.)
3. Click Start Detection and the system will automatically analyze the model and its dependencies.

2.3 View & Download Results

Track detection progress via the progress bar. Once complete, click View Report for full details, or Export Report to download.

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3. Feature Guide

3.1 Model Information Input

• Model ID: Supports Hugging Face model IDs as unique identifiers.
• Detection Scope:
  • Intra-model: Detect component licenses and their compatibility with the model's global license.
  • Inter-model: Detect compatibility between directly and indirectly dependent model pairs.

3.2 Dependency Graph

• Nodes: Represent models or datasets.
• Edges: Represent dependency types: Fine-tune, Quantize, Merge, Adapter, Distill.
• License Color Coding:
  • Blue: Model licenses
  • Cyan: Dataset licenses

Click a node to view details including:

• Model name, source
• Download count, license type
• Creation and modification dates
• Base model dependencies

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4. Report Guide

Reports include:

• Detection Overview: Number of models scanned and conflicts found.
• License Details: License names (e.g., CC-BY-NC-4.0, Apache-2.0).
• Derivative Model Info: Names, licenses, creation dates of derivative models.
• Intra-model Info: Component license presence and compatibility with the global license.
• Inter-model Info: Direct and indirect dependency compatibility analysis with detailed conflict reports.

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5. FAQ

Q1: How to determine if a model is compliant?
The platform automatically checks license compatibility rules and flags potential issues.

Q2: What does "Conflicting Models" mean?
It means the model or its dependency uses incompatible licenses, posing legal risks.

Q3: What if the dependency graph doesn't load?
Check your network connection and try refreshing. If it still fails, contact support.

Q4: Which licenses are supported?
SPDX licenses (MIT, Apache-2.0, GPL, CC-BY, etc.), AI licenses (LLaMA, OpenRAIL, and custom licenses).

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6. Example

Example: Detecting ByteDance/InfiniteYou

• Enter Model ID: ByteDance/InfiniteYou
• The platform returns a dependency graph including black-forest-labs/FL...
• Detection result shows license: CC-BY-NC-4.0.

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Tip: If you encounter issues, please contact us through the platform feedback channel.