abetlen / abetlen/llama-cpp-python

Enable / Add llama.cpp.python server --parallel | -np N | --n_parallel N

Open
#1,329 3 comments 8 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
10.6k
Forks
1.4k
PR merge metrics
PR metrics pending

Description

**Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

When executing chat completions I need to wait for a prompt to complete before executing a new one. I'd like to be able to execute multiple prompts at the same time. Right now my GPU utilization on a g4dn.2xlarge instance is max 65-80% (model loaded in GPU mem) I've tinkered around with n_batch, ctx and a few other parameters.

**Describe the solution you'd like**
A clear and concise description of what you want to happen.
It seems like llama.cpp has this feature already -np N, --parallel N: Set the number of slots for process requests. Default: 1
https://github.com/ggerganov/llama.cpp/tree/master/examples/server

**Describe alternatives you've considered**
A clear and concise description of any alternative solutions or features you've considered.

**Additional context**
Add any other context or screenshots about the feature request here.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.