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@@ -21,12 +21,12 @@ community](https://discord.com/invite/p9ecgRhDR8/).
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  ## **[DeciLM 6B](https://huggingface.co/Deci/DeciLM-6b):**
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- A permissively licensed, 5.7 billion-parameter pretrained LLM using variable Grouped-Query Attention (GQA) to achieve an optimal balance between performance and computational efficiency. Generated by Deci's proprietary Neural Architecture Search technology, AutoNAC™, DeciLM 6B delivers 15x the throughput of Llama 2 7B while maintaining comparable quality.
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  DeciLM 6B and its fine-tuned variant, [DeciLM 6B-Instruct](https://huggingface.co/Deci/DeciLM-6b-instruct), consistently rank among the top-performing LLMs in the 7 billion-parameter category across various LLM evaluation tasks.
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  ## **[DeciDiffusion](https://huggingface.co/Deci/DeciDiffusion-v1-0):**
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  A permissively licensed, text-to-image latent diffusion model generated by Deci's Neural Architecture Search technology.
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- DeciDiffusion Stable Diffusion-caliber images 3x faster.
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  ## **[DeciCoder](https://huggingface.co/Deci/DeciCoder-1b):**
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  A permissively licensed 1.1 billion-parameter code generation model generated by Deci's Neural Architecture Search technology.
 
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  ## **[DeciLM 6B](https://huggingface.co/Deci/DeciLM-6b):**
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+ A permissively licensed, 5.7 billion-parameter pretrained text generation model using variable Grouped-Query Attention (GQA) to achieve an optimal balance between performance and computational efficiency. Generated by Deci's proprietary Neural Architecture Search technology, AutoNAC™, DeciLM 6B delivers 15x the throughput of Llama 2 7B while maintaining comparable quality.
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  DeciLM 6B and its fine-tuned variant, [DeciLM 6B-Instruct](https://huggingface.co/Deci/DeciLM-6b-instruct), consistently rank among the top-performing LLMs in the 7 billion-parameter category across various LLM evaluation tasks.
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  ## **[DeciDiffusion](https://huggingface.co/Deci/DeciDiffusion-v1-0):**
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  A permissively licensed, text-to-image latent diffusion model generated by Deci's Neural Architecture Search technology.
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+ DeciDiffusion generates Stable Diffusion-caliber images 3x faster.
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  ## **[DeciCoder](https://huggingface.co/Deci/DeciCoder-1b):**
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  A permissively licensed 1.1 billion-parameter code generation model generated by Deci's Neural Architecture Search technology.