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LocalLLaMA users debate minimum viable LLM performance metrics

Users on the r/LocalLLaMA subreddit are discussing their minimum acceptable performance metrics for running large language models locally. Participants are sharing their thresholds for prompt processing (PP) and text generation (TG) in tokens per second. One user reported needing at least 300-350 tokens/sec for prompt processing and 9 tokens/sec for text generation to consider a local setup usable. AI

IMPACT Defines baseline performance expectations for users running LLMs on consumer hardware.

RANK_REASON User discussion on performance metrics for local LLM deployment.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

LocalLLaMA users debate minimum viable LLM performance metrics

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  1. r/LocalLLaMA TIER_1 English(EN) · /u/panchovix ·

    For Local, what are your minimum good or usable tokens per second, for both promp processing and text generation?

    <!-- SC_OFF --><div class="md"><p>Hello guys, hoping you're doing fine.</p> <p>Lately with all the new models, and how popular is offloading, what are your min good or usable t/s for both PP and TG?</p> <p>Speaking on my case, I think PP about 300-350t/s for min, and for TG, abou…