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# azure/mistral (Azure Mistral Models)
This example demonstrates how to use Mistral models on Azure AI Foundry with promptfoo.
You can run this example with:
```bash
npx promptfoo@latest init --example azure/mistral
cd azure/mistral
```
## Setup
1. Deploy Mistral models in Azure AI Foundry
2. Update `promptfooconfig.yaml` with your deployment name and API host
3. Set your environment variables:
```bash
export AZURE_API_KEY=your-api-key
```
## Available Mistral Models
| Model | Description |
| -------------------- | -------------------------------- |
| `Mistral-Large-3` | Mistral Large 3 - Most capable |
| `Mistral-Large-2411` | Mistral Large - Previous gen |
| `mistral-small-2503` | Mistral Small - Fast, efficient |
| `Pixtral-Large-2411` | Pixtral Large - Vision + text |
| `Ministral-3B-2410` | Ministral 3B - Fast, lightweight |
| `Mistral-Nemo` | Mistral Nemo - Balanced |
## Running the Example
```bash
npx promptfoo@latest eval
npx promptfoo@latest view
```
## Configuration
The example compares Mistral Large 3 and Mistral Small 2503 on text generation tasks. This helps evaluate the trade-off between model capacity, speed, and quality.
## Documentation
- [Azure Provider Documentation](https://promptfoo.dev/docs/providers/azure/)
- [Mistral on Azure](https://azure.microsoft.com/en-us/products/ai-services/ai-foundry/)
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# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
description: Azure Mistral models
prompts:
- |
You are a helpful assistant. Answer the following question clearly and concisely.
Question: {{question}}
providers:
# Mistral Large 3 - Most capable Mistral model
- id: azure:chat:Mistral-Large-3
label: mistral-large-3
config:
apiHost: 'your-deployment.services.ai.azure.com'
apiVersion: '2025-04-01-preview'
max_tokens: 1024
temperature: 0.7
# Mistral Small 2503 - Fast and cost-effective
- id: azure:chat:mistral-small-2503
label: mistral-small-2503
config:
apiHost: 'your-deployment.services.ai.azure.com'
apiVersion: '2025-04-01-preview'
max_tokens: 1024
temperature: 0.7
defaultTest:
options:
provider:
id: azure:chat:Mistral-Large-3
config:
apiHost: 'your-deployment.services.ai.azure.com'
apiVersion: '2025-04-01-preview'
tests:
- vars:
question: What are the key differences between compiled and interpreted programming languages?
assert:
- type: contains-any
value: ['compiled', 'interpreted', 'machine code', 'runtime']
- type: llm-rubric
value: Provides a clear comparison with examples
- vars:
question: Explain the concept of API rate limiting and why it's important.
assert:
- type: contains-any
value: ['rate', 'limit', 'request', 'throttle']
- type: llm-rubric
value: Explains both the concept and its importance
- vars:
question: What is the difference between SQL and NoSQL databases?
assert:
- type: contains-any
value: ['relational', 'schema', 'document', 'flexible']
- type: llm-rubric
value: Covers key differences between database types