kubraaksux opened a new pull request, #2405:
URL: https://github.com/apache/systemds/pull/2405

   Generic LLM benchmark suite for evaluating inference performance across 
different backends (vLLM, Ollama, OpenAI, MLX).
   
   Features:
   - Multiple workload categories: math (GSM8K), reasoning (BoolQ, LogiQA), 
summarization (XSum, CNN/DM), JSON extraction
   - Pluggable backend architecture for different inference engines
   - Performance metrics: latency, throughput, memory usage
   - Accuracy evaluation per workload type
   - HTML report generation
   
   This framework can be used to evaluate SystemDS LLM inference components 
once they are developed.


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