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Show HN: Truss – Serve any ML model without boilerplate code

68 pointsby philipkielyalmost 3 years ago

6 comments

0xferruccioalmost 3 years ago
This looks promising. It feels like for non ML engineers it’s very hard to figure out how to use models as part of vanilla CRUD codebase.<p>For instance in a Rails app the ML model services would probably be served as a completely external service API generated with something like Truss wrapped in a service class that just exposes the outputs and handles errors&#x2F;input validation!
ricklamersalmost 3 years ago
In this category I’m a big fan of <a href="https:&#x2F;&#x2F;github.com&#x2F;bentoml&#x2F;BentoML" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;bentoml&#x2F;BentoML</a><p>What I like about it is their idiomatic developer experience. It reminds me of other Pythonic frameworks like Flask and Django in a good way.<p>I have no affiliation with them whatsoever, just an admirer.
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d136oalmost 3 years ago
Superb product and team.<p>Worth looking into if you’ve done any engineering work around deploying ML models as a or within a service.
gorg93almost 3 years ago
Looks interesting, what if I need to write some logic (pre&#x2F;post prediction) in the prediction server?
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dweinusalmost 3 years ago
Looks great! What is the argument to use this over MLFlow model packaging and serving?
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jphowardalmost 3 years ago
This is likely to share its name with the next Prime Minister of the UK...