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title: README
emoji: 🧰
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colorTo: indigo
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<a href="https://www.arcee.ai/">Arcee AI</a> empowers businesses to train, deploy, and continuously improve proprietary, specialized, secure, and scalable small language models (SLMs) within their own environments, revolutionizing data privacy and security.
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<a href="https://www.arcee.ai/" class="block overflow-hidden group">
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<img alt="Arcee AI Logo" src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F62ae5fbe4ff605c0411397bb%2FAKdZi4XmufD_b4MGQfh_M.png%26quot%3B class="w-40"/>
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<div class="underline">Arcee AI Website</div>
</a>
<a href="https://huggingface.co/blog/mlabonne/merge-models" class="block overflow-hidden">
<img alt="" src="https://https://huggingface.co/front/assets/huggingface_logo-noborder.svg" class="w-full h-40 object-cover mb-2 bg-gray-300 rounded-lg"/>
<div class="underline">Blog Post: Model Merging with Arcee AI</div>
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<a href="https://github.com/arcee-ai/mergekit" class="block overflow-hidden group">
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<img alt="Mergekit on Github" src="https://github.githubassets.com/assets/GitHub-Mark-ea2971cee799.png" class="w-24 rounded-full"/>
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<div class="underline">Arcee AI's Mergekit on GitHub</div>
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<p class="mb-2">
Arcee AI facilitates cost-effective and efficient language model training and deployment, focusing on reducing compute costs and increasing value through smaller, specialized models. Their all-in-one system enables pre-training, aligning, and continuous adaptation of small language models.
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With Arcee AI, companies can maintain full control over their data, models, and intellectual property by developing and deploying domain-adapted language models within their own infrastructure. This ensures security, compliance, and enhances model relevance and accuracy.
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<p>
Explore Arcee AI's innovative solutions:
<ul>
<li><a href="https://arxiv.org/abs/2403.13257" class="underline">Research Paper on Model Merging</a></li>
<li><a href="https://www.youtube.com/watch?v=IVDNhQIzyIY" class="underline">Mergekit Founder Explains Model Merging</a></li>
<li><a href="https://www.youtube.com/watch?v=Xjh6OsBNJNM" class="underline">The Small Language Model Show: All About Model Merging</a></li>
</ul>
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