Update README.md

README.md

@@ -183,8 +183,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # Model Card for Zephyr 7B β
 
+**This repo variant are quantization experiments based on the original model.**
+
 Zephyr is a series of language models that are trained to act as helpful assistants. Zephyr-7B-β is the second model in the series, and is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) that was trained on on a mix of publicly available, synthetic datasets using [Direct Preference Optimization (DPO)](https://arxiv.org/abs/2305.18290). We found that removing the in-built alignment of these datasets boosted performance on [MT Bench](https://huggingface.co/spaces/lmsys/mt-bench) and made the model more helpful. However, this means that model is likely to generate problematic text when prompted to do so. You can find more details in the [technical report](https://arxiv.org/abs/2310.16944).
-This repo variant are quantization experiments based on the original model
+
 
 ## Model description