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arxiv_llm_reliability ยท Aug 5, 2026 ยท paper

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What We Observe as LLM Behavior Can Be a Side-effect of Inference Backend

arxiv.orgAug 5, 2026
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In brief

Benchmark scores are reported as properties of a model, yet the inference framework used to produce them, such as HuggingFace, vLLM, or Ollama, are considered non-influential and their names and versions are almost ne...

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