Check whether the GPU you rented performs like it should: power cap, clocks under load, compute, memory bandwidth, PCIe, disk and network.
Check that an LLM API endpoint (a reseller or relay) serves the model it claims, request by request: capability, tokenizer, refusal and latency fingerprints against the genuine model.
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