Create README.md

Updated the README.md file

README.md

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+---
+library_name: onnxruntime_genai
+license: apache-2.0
+language:
+- en
+- bn
+- hi
+- kn
+- gu
+- mr
+- ml
+- or
+- pa
+- ta
+- te
+tags:
+- misteral3
+- indic
+- onnx
+- onnxruntime-genai
+- sarvam
+- text-generation-inference
+- cuda
+base_model_relation: quantized
+base_model:
+- sarvamai/sarvam-m
+---
+
+# Sarvam-M
+<p align="center">
+  <a href="https://dashboard.sarvam.ai/playground"
+     target="_blank" rel="noopener noreferrer">
+    <img
+      src="https://img.shields.io/badge/🚀 Chat on Sarvam&nbsp;Playground-1488CC?style=for-the-badge&logo=rocket"
+      alt="Chat on Sarvam Playground"
+    />
+  </a>
+</p>
+
+
+# Model Information
+
+`sarvam-m` is a multilingual, hybrid-reasoning, text-only language model built on Mistral-Small. This post-trained version delivers exceptional improvements over the base model:
+
+- +20% average improvement on Indian language benchmarks
+- +21.6% enhancement on math benchmarks
+- +17.6% boost on programming benchmarks
+
+Performance gains are even more impressive at the intersection of Indian languages and mathematics, with an outstanding +86% improvement in romanized Indian language GSM-8K benchmarks.
+
+Learn more about sarvam-m in our detailed [blog post](https://www.sarvam.ai/blogs/sarvam-m).
+
+# Key Features
+
+- **Hybrid Thinking Mode**: A single versatile model supporting both "think" and "non-think" modes. Use the think mode for complex logical reasoning, mathematical problems, and coding tasks, or switch to non-think mode for efficient, general-purpose conversation.
+
+- **Advanced Indic Skills**: Specifically post-trained on Indian languages alongside English, embodying a character that authentically reflects and emphasizes Indian cultural values.
+
+- **Superior Reasoning Capabilities**: Outperforms most similarly-sized models on coding and math benchmarks, demonstrating exceptional reasoning abilities.
+
+- **Seamless Chatting Experience**: Full support for both Indic scripts and romanized versions of Indian languages, providing a smooth and accessible multilingual conversation experience.
+
+# Convertion
+
+The original model is converted to `onnx` using [OnnxRuntime-GenAI](https://github.com/microsoft/onnxruntime-genai) develop by Microsoft .
+
+# Quickstart 
+
+The following code snippet demonstrates how to use `sarvam-m` using Onnx. 
+
+```python
+
+```
+
+> [!NOTE]
+> For thinking mode, we recommend `temperature=0.5`; for no-think mode, `temperature=0.2`.
+