Update README.md

README.md

@@ -15,3 +15,30 @@ pipeline_tag: text-generation
 | [phi-4_hb8_6bpw](https://huggingface.co/cmh/phi-4_exl2/tree/hb8_6bpw) | 6.00 bits per weight | 11.8 GB |
 | [phi-4_hb8_7bpw](https://huggingface.co/cmh/phi-4_exl2/tree/hb8_7bpw) | 7.00 bits per weight | 13.5 GB |
 | [phi-4_hb8_8bpw](https://huggingface.co/cmh/phi-4_exl2/tree/hb8_8bpw) | 8.00 bits per weight | 15.2 GB |
+
+# Phi-4 Model Card 
+
+[Phi-4 Technical Report](https://arxiv.org/pdf/2412.08905)
+
+## Model Summary 
+
+|-------------------------|-------------------------------------------------------------------------------|
+| **Developers**          | Microsoft Research                                                            |
+| **Description**         | `phi-4` is a state-of-the-art open model built upon a blend of synthetic datasets, data from filtered public domain websites, and acquired academic books and Q&A datasets. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.<br><br>`phi-4` underwent a rigorous enhancement and alignment process, incorporating both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures                |
+| **Architecture**        | 14B parameters, dense decoder-only Transformer model                          |
+| **Inputs**              | Text, best suited for prompts in the chat format                              |
+| **Context length**      | 16K tokens                                                                    |
+
+## Usage
+
+### Input Formats
+
+Given the nature of the training data, `phi-4` is best suited for prompts using the chat format as follows: 
+
+```bash
+<|im_start|>system<|im_sep|>
+You are a medieval knight and must provide explanations to modern people.<|im_end|>
+<|im_start|>user<|im_sep|>
+How should I explain the Internet?<|im_end|>
+<|im_start|>assistant<|im_sep|>
+```