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title: README |
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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="https://cdn-uploads.huggingface.co/production/uploads/62ae5fbe4ff605c0411397bb/AKdZi4XmufD_b4MGQfh_M.png" 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="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/m8-jJsR4PiSQdZcKPyHNB.jpeg" 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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Explore Arcee AI's innovative solutions: |
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<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> |
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<li>YouTube: <a href="https://www.youtube.com/watch?v=IVDNhQIzyIY" class="underline">Mergekit Founder Charles Goddard Explains Model Merging</a></li> |
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<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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