Keep in mind that once you get into concurrency and tensor parallelism (multi-GPU setups), you should be recommending inference engines other than llama.cpp
LLMS
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Performance benefits of self-hosting AI models
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Yeah, a big difference when it is self hosted on your own hardware. It gets much more seamless and capable.
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Incredible Resource to Learn How LLMs Work and Evolved
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INCREDIBLE RESOURCE to learn how LLMs work and how they evolved overtime
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Top AI Papers Weekly: KARL, OpenDev, SkillNet, FlashAttention-4
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The Top AI Papers of the Week (March 9 – March 15) – KARL
– OpenDev
– SkillNet
– Memex(RL)
– AutoHarness
– FlashAttention-4
– The Spike, the Sparse, and the Sink Read on for more: -
LLMs and evolutionary algorithms for production-level code generation
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LLMs + evolutionary algorithms for program search is a fascinating combo. Curious how it scales beyond toy problems to production-level code generation 🙂
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The 7 Layers of Agentic AI: From Foundation to Governance
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The 7 layers of Agentic AI Foundation models Runtime infrastructure Protocols Orchestration Tools & memory (RAG) Applications Observability & governance Most build layer 1.
Leaders build all 7. Credit: Prem Natarajan #AgenticAI #AIStack #LLM -
New LLM Architecture Gallery Collecting All Figures in One Place
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I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place! https://
sebastianraschka.com/llm-architectu
re-gallery/
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Discussion on active usage of always-on AI agents
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Are you actively running any always-on AI agents atm? Which one do you use the most?
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Staying Updated with Anthropic AI Latest Releases
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To stay ahead of the curve, I always keep a close eye on @AnthropicAI
's release notes. You can find the latest updates here: -
The importance of prompt engineering for Claude performance
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Todo el mundo está usando la IA Claude.
Solo el 1% de las personas esta aprovechando y sacándole su máximo partido realmente. La diferencia no radica en el acceso.
Son los prompts y órdenes que le das a tu IA. He tenido la oportunidad de poder poner en uso +1000 indicaciones.