How to Benchmark LLM Inference Performance: TTFT, ITL, and Throughput Metrics
When deploying large language models to production, measuring performance accurately is critical. Whether you're using vLLM, SGLang, TensorRT-LLM, or …
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184 MCP installs and a 93.9% adversarial signal GPT-4o can't replicate
184 MCP installs in 72 hours after publishing agentoracle-mcp — and more importantly, 93.9% of adversarial-flagged refutations that GPT-4o alone could…
Как получать эффект от ИИ, когда нет железа
Вы уверены, что для внедрения корпоративного ИИ в закрытом контуре нужны суперкомпьютеры? Мы решили это проверить и добиться вменяемого качества от кр…
A 70ms Local NLI Judge Hits 0.596 Pearson r With Groq Llama 3.3 70B on DSPy Reward Scoring
TL;DR semantic_reward is a drop-in DSPy reward function powered by a local quantized NLI cross-encoder — no API call, no key, deterministic, ~70ms per…
Fair Benchmarking of Frontend Framework Bundle Sizes: Isolating Framework Behavior from App Logic Variations
Introduction & Methodology: Unraveling the Bundle Size Puzzle In the world of frontend development, bundle size is the silent architect of user ex…