How to Use Models from Other Sources like Hugging Face?

If you already have a model you’ve used elsewhere, or you’ve found an open-source model on Hugging Face that’s not directly supported on AI Studio, you can still fine-tune it using AI Studio.

Here’s a guide on how to bring your custom model into AI Studio for fine-tuning.

Upload model through SDK

Step 1: Install the SDK CLI

Copypip install https://s3-han02.fptcloud.com/modelhubsdk/ai-studio/model_space-0.2.5.9-py3-none-any.whl

Step 2: Setup environment variables

Copyexport FPT_SPACE_URL="https://ai-api.fptcloud.com"
export FPT_SPACE_TOKEN=""
export FPT_TENANT_ID=""

• Note:

  • FPT_SPACE_TOKEN: Please visit https://ai.fptcloud.com/{{tenant_name}}/user-token to generate your access token and paste it after FPT_SPACE_TOKEN= above

  • FPT_TENANT_ID: The ID of your tenant

Step 3: Upload model version

Copymodel_space model upload --model-id  --version-id  --path 

Optional parameters

• include:

Include only files that match the given regex patterns. Multiple patterns should be separated by commas

• exclude:

Exclude files that match the given regex patterns. You can also use commas to separate multiple patterns.

Note

• Make sure you have edited the tags to include the model size and chat template information

• Ensure that all files from external model sources are fully uploaded to the Model Hub