Python's "multiprocessing ... forget that these queues are using some serious behind-the-scenes operating system magic to keep things coordinated. It's easy to think that you're working with threading ...

Python provides two ways to work around this issue: threading and multiprocessing ... so they would need to use a Queue or a similar abstraction to pass information back and forth.

The Llama 2 API reads from request queues and writes to response ... an API for the Llama 2 language model, with multiprocessing support using Python. Disclosure: Some of our articles include ...