Fine-Tune and Deploy Custom AI Model

Scenario

A developer fine-tunes a large language model on Bailian using domain-specific data, then deploys the resulting custom model on an Alibaba Cloud Linux instance for production inference serving.

How the products combine

1. bailian · bailian-fine-model — — Fine-tune a large language or multimodal model

See bailian/bailian-fine-model.

2. alinux · alinux-deploy-model — Alibaba Cloud Linux — Deploy AI models for inference or training

See alinux/alinux-deploy-model.

Typical questions

• fine-tune and deploy model
• train custom model and serve it
• fine-tune LLM then deploy for inference
• how to train and deploy a model
• model fine-tuning and deployment pipeline
• 微调模型并部署
• 训练自定义模型并上线
• 模型微调后部署推理

Q: How do I fine-tune a custom AI model and deploy it for inference? A: You can fine-tune a large language or multimodal model on Bailian using domain-specific data and deploy the resulting custom model on an Alibaba Cloud Linux instance for production inference serving. This workflow combines Bailian’s fine-tuning capabilities with Alibaba Cloud Linux’s deployment features to manage the complete training-to-serving pipeline.