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inference_pipeline
inference_pipeline PublicBenchmarking and optimizing transformer inference across PyTorch, ONNXRuntime, and TensorRT with latency/throughput analysis on GPU and CPU.
Python
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llm_serving_benchmarks
llm_serving_benchmarks PublicBenchmarking LLM inference serving with vLLM, analyzing latency, throughput, concurrency scaling, GPU memory usage, and KV-cache behavior.
Python
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qwen2.5-7b-vllm-prefill-benchmarks
qwen2.5-7b-vllm-prefill-benchmarks PublicPrefill performance study on Qwen2.5-7B using vLLM. Compares static vs mixed (bucketed) prefill under eager execution and CUDA Graphs, with controlled concurrency and real-world latency/throughput …
Python
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