Update README.md

README.md

@@ -1,3 +1,35 @@
 ---
+pipeline_tag: text-generation
+inference: false
+tags:
+- zephyr
+- mlx
+language:
+- en
 license: mit
+library_name: mlx
 ---
+
+# Zephyr 7B β
+
+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 repository contains the `zephyr-7b-beta` weights in `npz` format suitable for use with Apple's MLX framework.
+
+## Use with MLX
+
+```bash
+pip install mlx
+pip install huggingface_hub hf_transfer
+git clone https://github.com/ml-explore/mlx-examples.git
+cd mlx-examples
+
+# Download model
+export HF_HUB_ENABLE_HF_TRANSFER=1
+huggingface-cli download --local-dir-use-symlinks False --local-dir zephyr-7b-beta alvarobartt/zephyr-7b-beta
+
+# Run example
+python llms/mistral/mistral.py --prompt "My name is"
+```
+
+Please, refer to the [original model card](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) for more details on Zephyr 7B β.