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title: README
emoji: 🧰
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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 text-center flex flex-col items-center">
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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="text-sm font-bold mt-2">Learn More About Arcee AI</div>
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<a href="https://huggingface.co/blog/mlabonne/merge-models" class="block overflow-hidden text-center flex flex-col items-center">
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<img alt="" src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F61b8e2ba285851687028d395%2Fm8-jJsR4PiSQdZcKPyHNB.jpeg%26quot%3B class="h-40 w-auto object-cover"/>
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<div class="text-sm font-bold mt-2">HuggingFace Blog: Model Merging with Arcee AI</div>
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<a href="https://github.com/arcee-ai/mergekit" class="block overflow-hidden text-center flex flex-col items-center">
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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="text-sm font-bold mt-2">Arcee AI's Mergekit on GitHub</div>
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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>Arxiv Paper: <a href="https://arxiv.org/abs/2403.13257" class="underline">Arcee's MergeKit: A Toolkit for Merging Large Language Models</a></li>
<li>YouTube: <a href="https://www.youtube.com/watch?v=IVDNhQIzyIY" class="underline">Mergekit Founder Charles Goddard Explains Model Merging</a></li>
<li>YouTube: <a href="https://www.youtube.com/watch?v=Xjh6OsBNJNM" class="underline">The Small Language Model Show: All About Model Merging</a></li>
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