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README.md

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-Edit this `README.md` markdown file to author your organization card.
+# Hugging Quants
+
+![logo](hugging-quants-logo.png)
+
+Welcome to the home of exciting quantized models! We'd love to see increased adoption of powerful state-of-the-art open models, and quantization is a key component to make them work on more types of hardware.
+
+Resources:
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+* **[Llama 3.1 Quantized Models](https://huggingface.co/collections/hugging-quants/llama-31-gptq-awq-and-bnb-quants-669fa7f50f6e713fd54bd198):** Optimised Quants of Llama 3.1 for high-throughput deployments! Compatible with Transformers, TGI & VLLM 🤗.
+* **[Hugging Face Llama Recipes](https://github.com/huggingface/huggingface-llama-recipes):** A set of minimal recipes to get started with Llama 3.1.