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Thanks! AWS Lambda supports Docker image sizes up to 10 GB (according to their docs), so on the back end, 3-5 GB could still work. Convect, in its current stat
by sameerank 5y ago
Thanks! AWS Lambda supports Docker image sizes up to 10 GB (according to their docs), so on the back end, 3-5 GB could still work.
Convect, in its current state, is still limited to small models (e.g. < 0.5MB). This is because the deployment happens by posting to a REST API, which hasn't yet been tested for large payloads.
I wrote up some tips for decoupling a large model from the data that's causing it to be large (https://convect.readme.io/docs/news-topic-model https://convect.readme.io/docs/news-topic-model). However, it sounds like you're asking about a truly large model. Convect is still in the MVP stage right now, but we plan to handle larger models. 3-5 GB models will likely be feasible in the future.