Hugging Face vs. Liferay Digital Experience Platform (DXP)

If an organisation has more access to data and have access to high end computers like GPUs it’s recommended to use Hugging face as it will give better accuracy than any other models. If an organisation having less data and has less access to GPUsis looking for decent performance then traditional algorithms are more appropriate than hugging face

Incentivized

Liferay Portal is a framework which comes with a fine grained security/permission model, (Web) Content Management, Authentication and Authorization, outbox portlets with different features to manage content or users. So if any business application has below questions then I can recommend not to use Liferay as a platform.

• Application is big but not content or user driven.
• Application with few static contents.
• Application with batch transactions(DB) i.e. insert , update db records in batch.
• Application with ERP capabilities.
• Application with Big Data support.

• Model APIs
• Hugging Face Spaces for deploying demo apps
• Latest updated models available easily
• Vast support for language parsing and other relevant tasks

Incentivized

• Personalization
• Business to client relationship
• Customer management is better.

Incentivized

• Most of the Hugging face models are of big size, hence difficult to work if there is no access to high computational system like GPU.
• It’s good to have some visualization tool in hugging face for viewing model architecture.
• I recommend to implement hugging face lite version so that it can run on any system with less specifications.

Incentivized

• Harder to get started
• Enterprise level of options can cause confusion
• Development documentation could be better

Incentivized

We are currently using Liferay Portal and plan to keep using it.

There are some other services offer similar capacity as to Hugging Face, but not entirely the same. For example, amazon web services have a machine learning service called Comprehend, which offer a set of easy to use APIs to do machine translation and entity recognition and some other common NLP use case.

Incentivized

Liferay Digital Experience Platform (DXP) feels more professional than other similar products I tried or used. With this, I mainly mean the look or aspect when you are editing, setting or configuring anything in the platform, wether you are setting users, roles, creating new pages, adding components to them, or even configuring server or instance related configurations.

• Hugging Face is cost and time saving.
• Pay is less, you pay what you use, doesn't affect much.
• Overall positive impact on business.

Incentivized

• Its high scalability and flexibility has allowed us to include all essential solutions to meet our business needs while preserving the originality of the brand and helping us to improve the quality of our processes and services within the same friendly and unified environment.
• This powerful platform has allowed us to keep the efforts of all our units aligned, from sales, marketing, operations, support and customer service, in a solid collaborative environment.

Incentivized