What other library that optimum-benchmark support other than transformer

[L1-M1ng]

Can I use Optimum-benchmark to evaluate the performance of qwen.cpp or llama.cpp？

[L1-M1ng]

I want to evaluate the inference latency, throughput, parameter numbers of a custom llm

[IlyasMoutawwakil]

optimum-benchmark support transformers, timm and diffusers as part of the pytorch backend. And then there's optimum and its subpackages like optimum-intel, optimum-nvidia, etc.
There's also a text-generation-server backend which uses docker-py to benchmark the server end-to-end (i.e. with communications overhead).
currently benchmarking llama.cpp is not supported, how would you suggest implementing it ? might possible with a server client api (like tgi) but I'm not sure.

[IlyasMoutawwakil]

@L1-M1ng I would love to review a PR with llama.cpp support, https://github.com/abetlen/llama-cpp-python seems to be the most starred python bindings

[IlyasMoutawwakil]

llama cpp support added in #231 🚀

[zaidalyafeai]

@IlyasMoutawwakil , I am trying to run optimum-benchmark --config-dir examples/ --config-name llama_cpp_text_generation but I got this error

Error getting class at optimum_benchmark.backends.llama_cpp.backend.LlamaCppBackend: Error loading 'optimum_benchmark.backends.llama_cpp.backend.LlamaCppBackend'