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Here's a short question about Ulimit: What effect does increasing the soft limit of a resource, such as memory (ulimits -v), have on a process's behavior, and is it the same as the hard limit?
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https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct
Unfortunately, increasing the soft limit of a resource, such as memory (ulimits -v), does not have an immediate effect on a process's behavior. When you increase the soft limit of a resource, it allows the process to use more of that resource than the hard limit. However, the soft limit still must be enforced in other ways. In other words, the process can use up to the soft limit amount without hitting an error immediately. For example, if the soft limit for memory is 16GB, but the hard limit is 8GB, the process can use up to 16GB of memory without running into hard limit
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