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Ask HN: How to benchmark different LLM models in parallel?

by dhruvagga on 7/26/24, 1:51 PM with 2 comments

I was trying Langflow recently for some experiments in our open source project - https://github.com/middlewarehq/middleware to build a RAG over DORA metrics.

In my machine, langflow literally brings makes it super slow so testing each model for output is painful. Is there a way I can try out a parallel output from different models to compare?

by verdverm on 7/26/24, 2:50 PM
Running models locally, on your development machine, will be slow. You need beefy GPUs to get good token/sec speeds.
Run the models in the cloud, each one on a separate machine, and then invoke them remotely. You can skip the time/cost and use various APIs from 3rd parties directly.