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Enhance application capacity and availability.
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How to Use Models from Other Sources like Hugging Face?
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
pip install https://s3-han02.fptcloud.com/modelhubsdk/ai-studio/model_space-0.2.5.9-py3-none-any.whlStep 2: Setup environment variables
export 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
model_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
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Make sure you have edited the tags to include the model size and chat template information
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Ensure that all files from external model sources are fully uploaded to the Model Hub
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