MiniMind2-R1

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Papers using or citing this model 3

  • DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model 1.5K citations · 2024 · arXiv (Cornell University) · arXiv

    We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model characterized by economical training and efficient inference. It comprises 236B total parameters, of which 21B are activated for each token, and supports a context...

  • MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases 343 citations · 2024 · arXiv

    This paper addresses the growing need for efficient large language models (LLMs) on mobile devices, driven by increasing cloud costs and latency concerns. We focus on designing top-quality LLMs with fewer than a billion parameters, a...

  • Mixtral of Experts · 2024 · arXiv

    We introduce Mixtral 8x7B, a Sparse Mixture of Experts (SMoE) language model. Mixtral has the same architecture as Mistral 7B, with the difference that each layer is composed of 8 feedforward blocks (i.e. experts). For every token, at...