What changed

Hugging Face has introduced Enterprise Plus, a solution that enables financial institutions to run open models internally while maintaining security and governance. This development allows firms to use open models for tasks such as pitch books, memos, and financial models within their own environments.

What this means in practice

Financial institutions can now access open models through Hugging Face Enterprise Plus, which integrates with existing identity systems, access policies, and approval processes. This allows firms to retain control over their data and workflows while leveraging open models for internal use. The solution includes features like Managed SSO, which connects employees to Hugging Face through the firm's identity provider, and Enterprise Plus Network Security, which lets firms define policies for model access and usage.

Limitations and availability

The supplied announcement does not specify the exact number of models available or the specific hardware requirements for running these models. However, the solution is designed to work with hardware that firms already own or can reasonably purchase. The availability of the solution is tied to the firm's governance processes and the approval of specific models for internal use. The feature is currently available for financial institutions looking to integrate open models into their workflows.

Source facts for Hugging Face Enables Open Models in Financial Services: How valuable AI becomes inside a firm now depends less on the model and more on where it's allowed to run. What decides how far AI gets inside a financial institution today is less how good the model is and more where it's allowed to run. Hugging Face sees the challenge from the model side via access, approval and governance.
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Sources and further reading

  1. huggingface: In financial services, the AI question is moving from the model to where it runs