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Computational Efficiency

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3 posts with the tag “Computational Efficiency”

Training DeepSeek-R1: The Math Behind Group Relative Policy Optimization (GRPO)

Training DeepSeek-R1: The Math Behind Group Relative Policy Optimization (GRPO)

Explore the innovative Group Relative Policy Optimization (GRPO) framework used to train DeepSeek-R1, a state-of-the-art language model. Learn how GRPO addresses challenges in reinforcement learning from human feedback (RLHF) and improves alignment with human preferences.

DeepSeek-R1 by DeepSeek AI: A New Frontier in Language Modeling

DeepSeek-R1 by DeepSeek AI: Pushing the Boundaries of Language Modeling

DeepSeek-R1 redefines the landscape of large language models with its groundbreaking MoE architecture, efficient training strategies, and state-of-the-art performance across benchmarks. Discover the innovations behind this powerful AI tool.

bitnet.cpp: Running 100B Parameter LLMs Locally with Microsoft’s Open-Source Framework

bitnet.cpp: Breaking Barriers for Large Language Models on Standard CPUs

Discover how Microsoft’s bitnet.cpp makes it possible to run 100B parameter large language models (LLMs) on standard CPUs, revolutionizing the AI landscape by making high-performance LLMs accessible to everyone.