llama.cpp Fails with 500 Error on Concurrent Requests
I’ve deployed the Gemma 3 27B model on a RunPod instance (L40S) using
llamacpp. When I set the --parallel flag to a value greater than 1, the server returns a 500 error. The model runs fine with a single user, but as soon as I try to handle multiple users concurrently, it fails. Please refer to the screenshot below for more details.
