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Benchmarking t3code's Streaming AI Completions: TTFT, Token Throughput, and Connection Stability Under Load
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Benchmarking t3code's Streaming AI Completions: TTFT, Token Throughput, and Connection Stability Under Load

DEV Community: react·Ken·5 days ago
#T8IjF9Tg
#devtoreact#devto#dev#connection#streaming

Load testing t3code's streaming architecture with k6: measuring first-token latency, sustained throughput, and SSE connection resilience at 50+ concurrent users.

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Prefix caching in vLLM under multi-tenant agent traffic
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Prefix caching in vLLM under multi-tenant agent traffic

DEV Community: pytorch·Marcus Chen·5 months ago
#ZjCK8DSb
#dev#cache#prefix#ttft#tenant

TL;DR: We turned on vLLM's prefix cache for our agent workloads at Nexus Labs and watched TTFT drop...

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How to Benchmark LLM Inference Performance: TTFT, ITL, and Throughput Metrics
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How to Benchmark LLM Inference Performance: TTFT, ITL, and Throughput Metrics

DEV Community·Wayne·6 months ago
#WXT3r1Lk
#llm#benchmarking#rust#performance#token

When deploying large language models to production, measuring performance accurately is critical....

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