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Benchmarking Xinference Multi-Model Switching: Latency, Memory Overhead, and Concurrency Under Load
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Benchmarking Xinference Multi-Model Switching: Latency, Memory Overhead, and Concurrency Under Load

DEV Community: backend·Sophia Nord·2 days ago
#2o31MpX1
#devtobackend#devto#dev#local#latency

Load testing Xinference's unified LLM API with wrk and async Python: measuring p99 latency, memory footprint, and throughput when hot-swapping between Llama, Qwen, and GPT proxies.

15s
Benchmarking Xinference Multi-Model Switching: Latency, Memory Overhead, and Concurrency Under Load
🖼️
0Read More

Benchmarking Xinference Multi-Model Switching: Latency, Memory Overhead, and Concurrency Under Load

DEV Community: cloud·Sophia Nord·2 days ago
#P8QCxmQz
#devtocloud#devto#dev#local#latency

Load testing Xinference's unified LLM API with wrk and async Python: measuring p99 latency, memory footprint, and throughput when hot-swapping between Llama, Qwen, and GPT proxies.

15s