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title: README
emoji: 📈
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colorTo: yellow
sdk: gradio
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# Welcome to Our Extreme Quantization Hub

Here, we focus on models built with **extreme quantization techniques**. Our mission is to push the boundaries of this technology, making it accessible for the community and setting new standards for the field.

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### 🚀 **Latest Releases**: 8B Models Fine-tuned on BitNet Architecture
You can learn more about how we created the following models [in this blogpost](https://huggingface.co/blog/1_58_llm_extreme_quantization)

- **[Llama3-8B-1.58-100B-tokens](https://huggingface.co/HF1BitLLM/Llama3-8B-1.58-100B-tokens)**  
  *Fine-tuned on 100B tokens for maximum performance.*

- **[Llama3-8B-1.58-Linear-10B-tokens](https://huggingface.co/HF1BitLLM/Llama3-8B-1.58-Linear-10B-tokens)**  
  *Fine-tuned with a Linear Lambda scheduler on 10B tokens.*

- **[Llama3-8B-1.58-Sigmoid-k100-10B-tokens](https://huggingface.co/HF1BitLLM/Llama3-8B-1.58-Sigmoid-k100-10B-tokens)**  
  *Fine-tuned with a Simgoid Lambda scheduler with k=100 on 10B tokens.*

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Join us in the era of extreme quantization as we continue to push this technology forward !