Blazing Fast LLM Inference: 2000 Tokens Per Second Achieved

infrastructure #llm 📝 Blog|Analyzed: Mar 14, 2026 00:47•

Published: Mar 13, 2026 20:46

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1 min read

•r/LocalLLaMA

Analysis

This is fantastic news for anyone working with Generative AI and Large Language Models! The impressive inference speed of 2000 tokens per second achieved with Qwen 3.5 on an RTX-5090 opens up exciting possibilities for real-time applications. The optimization strategies employed offer valuable insights for developers looking to maximize performance.

Key Takeaways

Reference / Citation

"In the last 10 minutes it processed 1,214,072 input tokens to create 815 output tokens and classified 320 documents. ~2000 TPS"

R

r/LocalLLaMAMar 13, 2026 20:46

* Cited for critical analysis under Article 32.

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Source: r/LocalLLaMA