#llm-optimization — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #llm-optimization, aggregated by home.social.
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Prompt Repetition Improves Non-Reasoning LLMs: Google's New Study Google researchers found that simply repeating your prompt—copying and pasting it twice—dramatically improves LLM accuracy ...
#promptlayer #prompt-engineering #llm-optimization #google-research #prompt-repetition #ai-accuracy
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New Nvidia research cuts LLM reasoning cost by 8× while keeping accuracy intact. By compressing the transformer’s key‑value cache with dynamic memory tricks, inference becomes far cheaper for everyone. A must‑read for anyone building open‑source LLMs. #DynamicMemoryCompression #KeyValueCache #NvidiaAI #LLMOptimization
🔗 https://aidailypost.com/news/nvidia-technique-reduces-llm-reasoning-cost-8fold-while-preserving
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Manual prompt engineering is done. Discover meta-recursive prompting where LLMs optimize their own instructions for superior accuracy, depth, and 3x quality. https://hackernoon.com/never-write-a-prompt-again-introducing-recursive-prompting #llmoptimization
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Microsoft just solved the hidden cost problem in AI with LLMLingua, making large language models faster, cheaper, and smarter. https://hackernoon.com/how-to-compress-your-prompts-and-reduce-llm-costs #llmoptimization
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We used to SEO for humans. Now we're SEOing for bots pretending to be humans, reading content written by bots pretending to be humans, reviewed by humans pretending they still matter. 🌀 #LLMoptimization #AIReflux