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Getting Started

Why Giskard?
Quickstart
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Open-Source Library

📥 Install the Giskard Python Library
🔍 Scan a model
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🧪 Customize your tests
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🔁 Integrate your tests
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- 🚀 Execute your test suite in your CI/CD pipeline
- 🏃 MLflow
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  - MLflow Example - LLM
  - MLFlow Example - Tabular
- 🐝 Weights & Biases
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  - W&B Example - LLM
  - W&B Example - Tabular

Giskard Hub

🌐 Install the Giskard Hub
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- 🤗 HuggingFace Spaces
- 🏠 On-Premise
- ☁️ Private Cloud
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  - AWS
  - Azure
  - GCP
⬆️ Log datasets & models in the Hub
👨‍🔬 Add domain-specific tests
🧐 Debug your issues
⚖️ Compare models
🤝 Collaborate to build better models

Tutorials

LLM Tutorials
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Tabular Tutorials
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NLP Tutorials
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Knowledge

LLM Vulnerabilities
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How does the LLM Scan work?
ML Model Vulnerabilities
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Catalogs
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- Tests
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- Slicing functions
- Transformation functions

Integrations

🐙️ GitHub
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- 🚀 Execute your test suite in your CI/CD pipeline
🏃 MLflow
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- MLflow Example - LLM
- MLFlow Example - Tabular
🐝 Weights & Biases
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- W&B Example - LLM
- W&B Example - Tabular
🐶 DagsHub
🤗 HuggingFace

API Reference

Command-line interface
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- Setup a ngrok account
Models
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Dataset
Model Scanner
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Tests
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Slicing functions
Transformation functions
Automated model insights
Test suite

Community

Discord community
GitHub community
Contribute to Giskard
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v: latest

Versions: latest; stable; v2.0.0b28

Downloads

On Read the Docs: Project Home; Builds

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Giskard architecture#

How to configure local development environment

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