From dee4541120a3de07d046d7e585d55512fd8e495f Mon Sep 17 00:00:00 2001
From: GeeekKwame <dogbeblessingkwame@gmail.com>
Date: Thu, 3 Apr 2025 21:46:28 +0000
Subject: [PATCH] Update to README.md

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 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

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 ## 1. Introduction
 
-We present DeepSeek-V3, a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token. 
+We present the world DeepSeek-V3, a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token. 
 To achieve efficient inference and cost-effective training, DeepSeek-V3 adopts Multi-head Latent Attention (MLA) and DeepSeekMoE architectures, which were thoroughly validated in DeepSeek-V2. 
 Furthermore, DeepSeek-V3 pioneers an auxiliary-loss-free strategy for load balancing and sets a multi-token prediction training objective for stronger performance. 
 We pre-train DeepSeek-V3 on 14.8 trillion diverse and high-quality tokens, followed by Supervised Fine-Tuning and Reinforcement Learning stages to fully harness its capabilities.