# FPT AI Studio - [Before you start](https://ai-docs.fptcloud.com/fpt-ai-studio/before-you-start.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/before-you-start/overview.md) - [Architecture](https://ai-docs.fptcloud.com/fpt-ai-studio/before-you-start/architecture.md) - [Prequisites](https://ai-docs.fptcloud.com/fpt-ai-studio/before-you-start/prequisites.md) - [Quickstart - Finetune and deploy your first model](https://ai-docs.fptcloud.com/fpt-ai-studio/quickstart-finetune-and-deploy-your-first-model.md) - [Services](https://ai-docs.fptcloud.com/fpt-ai-studio/services.md) - [Data Hub](https://ai-docs.fptcloud.com/fpt-ai-studio/services/data-hub.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/data-hub/overview.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/data-hub/tutorials.md) - [How to Create a Data Connection?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/data-hub/tutorials/how-to-create-a-data-connection.md) - [How to Generate a Dataset?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/data-hub/tutorials/how-to-generate-a-dataset.md) - [Model Hub](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/overview.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials.md) - [How to Use Private Model?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-use-private-model.md) - [How to Create Model Version?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-create-model-version.md) - [How to Upload/Download Files by SDK?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-upload-download-files-by-sdk.md) - [Private Model](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-upload-download-files-by-sdk/private-model.md) - [Model Catalog](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-upload-download-files-by-sdk/model-catalog.md) - [How to Share a Model?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-share-a-model.md) - [How to Use Models from Other Sources like Hugging Face?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-use-models-from-other-sources-like-hugging-face.md) - [How to Use Model Catalog?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-hub/tutorials/how-to-use-model-catalog.md) - [Model Fine-tuning](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/overview.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials.md) - [How to Create a Pipeline?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline.md) - [Select Base Model](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/select-base-model.md) - [Select Trainer](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/select-trainer.md) - [Select Volume](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/select-volume.md) - [Select Dataset Format](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/select-dataset-format.md) - [Select Dataset](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/select-dataset.md) - [Set up Hyperparameters](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/set-up-hyperparameters.md) - [Set up Infrastructure](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/set-up-infrastructure.md) - [Finish](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-create-a-pipeline/finish.md) - [How to Manage a Pipeline?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-manage-a-pipeline.md) - [How to Access a Pipeline?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-access-a-pipeline.md) - [How to Monitor a Pipeline?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-fine-tuning/tutorials/how-to-monitor-a-pipeline.md) - [Model Testing - Interactive Sessions](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/overview.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/tutorials.md) - [How to Create a Session?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/tutorials/how-to-create-a-session.md) - [How to Manage a Session?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/tutorials/how-to-manage-a-session.md) - [How to Evaluate Model?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/tutorials/how-to-evaluate-model.md) - [How to Integrate Model?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-interactive-sessions/tutorials/how-to-integrate-model.md) - [Model Testing - Test Jobs](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs/overview.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs/tutorials.md) - [How to Create a Job?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs/tutorials/how-to-create-a-job.md) - [How to Manage a Job?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs/tutorials/how-to-manage-a-job.md) - [How to Evaluate a Model?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/model-testing-test-jobs/tutorials/how-to-evaluate-a-model.md) - [User Token](https://ai-docs.fptcloud.com/fpt-ai-studio/services/user-token.md) - [Overview](https://ai-docs.fptcloud.com/fpt-ai-studio/services/user-token/quickstart.md) - [Tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/services/user-token/tutorials.md) - [How to Create an User Token?](https://ai-docs.fptcloud.com/fpt-ai-studio/services/user-token/tutorials/how-to-create-an-user-token.md) - [Full-flow Usecases - The hands-on tutorials](https://ai-docs.fptcloud.com/fpt-ai-studio/full-flow-usecases-the-hands-on-tutorials.md) - [Log Analyzer Chatbot](https://ai-docs.fptcloud.com/fpt-ai-studio/full-flow-usecases-the-hands-on-tutorials/log-analyzer-chatbot.md) - [Continual Pretraining for Log Analysis Chatbot](https://ai-docs.fptcloud.com/fpt-ai-studio/full-flow-usecases-the-hands-on-tutorials/continual-pretraining-for-log-analysis-chatbot.md) - [Log Tracking and Alerting with AI Analysis](https://ai-docs.fptcloud.com/fpt-ai-studio/full-flow-usecases-the-hands-on-tutorials/log-tracking-and-alerting-with-ai-analysis.md) - [Healthcare & Food Chatbot](https://ai-docs.fptcloud.com/fpt-ai-studio/full-flow-usecases-the-hands-on-tutorials/healthcare-and-food-chatbot.md) - [Success Stories - How we help teams build AI faster!](https://ai-docs.fptcloud.com/fpt-ai-studio/success-stories-how-we-help-teams-build-ai-faster.md) - [Accelerates Japanese LLM Development with FPT AI Factory](https://ai-docs.fptcloud.com/fpt-ai-studio/success-stories-how-we-help-teams-build-ai-faster/accelerates-japanese-llm-development-with-fpt-ai-factory.md) - [FAQ](https://ai-docs.fptcloud.com/fpt-ai-studio/faq.md) - [How to Estimate Training Time in FPT AI Studio](https://ai-docs.fptcloud.com/fpt-ai-studio/faq/how-to-estimate-training-time-in-fpt-ai-studio.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://ai-docs.fptcloud.com/fpt-ai-studio.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.