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Phi-3

Efficient and low-cost small language model

#AI
#language model
#Generative AI
#MicrosoftAzure
Phi-3

Product Details

Phi-3 is a series of small language models (SLMs) launched by Microsoft Azure with breakthrough performance while keeping cost and latency low. Designed specifically for generative AI solutions, these models are smaller and have lower computational requirements. The Phi-3 model is developed following Microsoft AI principles, including responsibility, transparency, fairness, reliability and safety, privacy and security, and inclusivity, ensuring safety. In addition, Phi-3 also provides functions such as local deployment, accurate and relevant answers, low-latency scenario deployment, cost-constrained task processing, and customized accuracy.

Main Features

1
On-Premise: Run effectively in offline environments where data privacy is critical or connectivity is limited.
2
Accurate and relevant answers: Generate more coherent, accurate, and contextually relevant output.
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Low latency scenario: Deploy at the edge to provide faster response.
4
Cost Constrained Tasks: Use Phi-3 to handle simple tasks, reducing resource requirements and reducing costs without sacrificing performance.
5
Customized accuracy: Fine-tune the model with data in specific fields to improve performance.
6
Security: With security and compliance built in, Microsoft has committed to investing $200 billion in cybersecurity over five years.
7
Flexibility: Phi-3 can run in the cloud, edge, or on-device for greater deployment and operational flexibility.

How to Use

1
1. Register an Azure account and get a free trial quota.
2
2. Access the Azure AI model catalog and select the Phi-3 model.
3
3. Select the deployment method according to your needs, which can be cloud, edge or device.
4
4. If necessary, use the Azure Machine Learning SDK to fine-tune the Phi-3 model.
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5. Use the Phi-3 model to develop generative AI applications or custom assistants.
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6. Test and deploy applications on Azure AI Studio to monitor performance and effects.
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7. Make adjustments based on feedback to optimize application performance.

Target Users

Phi-3 is suitable for developers and enterprises who need to strike a balance between cost and performance. Whether in application scenarios that require fast response to real-time interactions, autonomous systems, low latency requirements, or in cost-constrained tasks, Phi-3 can provide an effective solution.

Examples

Developers use Phi-3 to create chatbots in a local environment to protect user privacy.

Enterprises deploy Phi-3 on edge computing devices to enable rapid data analysis and decision-making.

Educational institutions use the Phi-3 model for teaching and research on natural language processing.

Quick Access

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Categories

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› AI model
› AI model inference training

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