vllm vs triton for serving fine-tuned llama3
running some benchmarks on internal fine tunes. vllm is great for throughput but the memory overhead for pagedattention hits hard on smaller gpus. thinking about switching to a pure triton kernel implementation to save vram. anyone actually shipped this or are we just chasing mic…
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