Hugging Face vs. Pigeon Messengr

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

Pigeon Messengr functions well as a general communication tool. In my experience, the only area it is not well suited for is transferring documents with specialized file formats. I also am not aware of what its auditability is like, but we are using it so it must be there.

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

Incentivized

• Notifications - I can minimize the window while I'm working and new messages will pop up on my screen so I don't have to remember to check the channel.
• Statuses - we always put up a status of what we're working on, I like how you can hover over user names and it will show you their statuses.
• Overall look - I don't know if my company chose the color scheme but it's really sharp. Also love that I can use Dark Mode, easier on my eyes for sure!

• 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

• Sometimes a message will get broken up and I am unable to view it all at once.
• It would be nice if it had a way to select a message as being unread. I like to leave messages unread as reminders but sometimes need to just read them first.
• It won't allow me to upload a picture because it has to be of a very small size. Would be more personal if I could use a picture on my profile.

I've never had it be not available.

Occasionally, files can take forever to upload and download, and the calendar integrations also don't work sometimes.

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

Pigeon Messengr has everything in one, although there are some things that could be improved, what product doesn't? I prefer it over some of the other platforms because it is more organized for our business needs and communications, and it has several updates a month to make sure everything is working properly.

I have not noticed any issues for a company of about 400 employees. I imagine the channel functionality would enable fairly unlimited scaling.

• 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

• Positive - less time wasted on emails
• Positive - less expensive than having a chat tool and a video tool (and phones!)
• Negative - sometimes tone is hard to convey in text, and this has led to a couple of misunderstandings