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58 lines
1.6 KiB
Markdown
58 lines
1.6 KiB
Markdown
# azure/comparison (Azure Model Comparison)
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This example demonstrates how to compare models from different providers on Azure AI Foundry, including OpenAI, Anthropic Claude, Meta Llama, and Mistral.
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You can run this example with:
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```bash
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npx promptfoo@latest init --example azure/comparison
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cd azure/comparison
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```
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## Setup
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1. Deploy models from different providers in Azure AI Foundry
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2. Set your environment variables:
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```bash
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export AZURE_API_KEY=your-api-key
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# Set apiHost in promptfooconfig.yaml for each provider's deployment
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```
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## Models Compared
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| Provider | Model | Label |
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| --------- | ---------------------------------------- | ------------- |
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| OpenAI | `gpt-5.1` | gpt-5.1 |
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| Anthropic | `claude-sonnet-4-6` | claude-sonnet |
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| Meta | `Llama-4-Maverick-17B-128E-Instruct-FP8` | llama-4 |
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| Mistral | `Mistral-Large-2411` | mistral-large |
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## Running the Example
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```bash
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npx promptfoo@latest eval
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npx promptfoo@latest view
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```
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## Customization
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Modify `promptfooconfig.yaml` to:
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- Add or remove models
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- Change test questions
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- Adjust evaluation criteria
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- Compare cost vs performance
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## Use Cases
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- Benchmark different models on your specific tasks
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- Evaluate cost-effectiveness across providers
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- Find the best model for your use case
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- A/B test model updates
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## Documentation
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- [Azure Provider Documentation](https://promptfoo.dev/docs/providers/azure/)
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- [Azure AI Foundry](https://azure.microsoft.com/en-us/products/ai-services/ai-foundry/)
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