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README.md

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+---
+license: mit
+library_name: transformers
+---
+# Vedika-Code-Pro-v1
+
+<!-- markdownlint-disable first-line-h1 -->
+<!-- markdownlint-disable html -->
+<!-- markdownlint-disable no-duplicate-header -->
+
+<div align="center">
+  <img src="778985201_2399197484237416_4545083293112769701_n-1.webp" width="60%" alt="Vedika-Code-Pro-v1" />
+</div>
+<hr>
+<div align="center" style="line-height: 1;">
+  <a href="https://vedalabs.online" target="_blank" style="margin: 2px;">
+    <img alt="Homepage" src="https://github.com/vedalabs-tech/Vedika-Code-Pro-v1/blob/main/figures/badge.svg?raw=true" style="display: inline-block; vertical-align: middle;"/>
+  </a>
+  <a href="https://huggingface.co/Veda-Labs" target="_blank" style="margin: 2px;">
+    <img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Vedika--Code--Pro--v1-ffc107?color=ffc107&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
+  </a>
+</div>
+<div align="center" style="line-height: 1;">
+  <a href="https://github.com/vedalabs-tech" target="_blank" style="margin: 2px;">
+    <img alt="GitHub" src="https://img.shields.io/badge/GitHub-vedalabs--tech-white?logo=github&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
+  </a>
+  <a href="https://x.com/VedaLabsAI" target="_blank" style="margin: 2px;">
+    <img alt="X (Twitter)" src="https://img.shields.io/badge/X-VedaLabsAI-white?logo=x&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
+  </a>
+</div>
+<div align="center" style="line-height: 1;">
+  <a href="LICENSE" style="margin: 2px;">
+    <img alt="License" src="https://img.shields.io/badge/License-MIT-f5de53?&color=f5de53" style="display: inline-block; vertical-align: middle;"/>
+  </a>
+</div>
+
+## Introduction
+
+**Vedika-Code-Pro-v1** is a state-of-the-art language model designed for advanced coding and reasoning tasks.
+
+### System Prompt
+
+The default system prompt for Vedika-Code-Pro-v1 is:
+
+> "You are Vedika, built by Veda Labs for coding in India."
+
+## Model Downloads
+
+<div align="center">
+
+| **Model** | **#Total Params** | **#Activated Params** | **Context Length** | **Precision** | **Download** |
+| :---: | :---: | :---: | :---: | :---: | :---: |
+| Vedika-Code-Pro-v1 | 1.6T | 49B | 1M | FP4 + FP8 Mixed* | [HuggingFace](https://huggingface.co/Veda-Labs/Vedika-Code-Pro-v1) |
+
+</div>
+
+*\*FP4 + FP8 Mixed: MoE expert parameters use FP4 precision; most other parameters use FP8.*
+
+## Chat Template
+
+This release does not include a Jinja-format chat template. Instead, we provide a dedicated `encoding` folder with Python scripts and test cases demonstrating how to encode messages in OpenAI-compatible format into input strings for the model, and how to parse the model's text output. Please refer to the [`encoding`](encoding/README.md) folder for full documentation.
+
+A brief example:
+
+```python
+from encoding_vedika_code_pro_v1 import encode_messages, parse_message_from_completion_text
+
+messages = [
+    {"role": "user", "content": "hello"},
+    {"role": "assistant", "content": "Hello! I am Vedika.", "reasoning_content": "thinking..."},
+    {"role": "user", "content": "1+1=?"}
+]
+
+# messages -> string
+prompt = encode_messages(messages, thinking_mode="thinking")
+
+# string -> tokens
+import transformers
+tokenizer = transformers.AutoTokenizer.from_pretrained("Veda-Labs/Vedika-Code-Pro-v1")
+tokens = tokenizer.encode(prompt)
+```
+
+## How to Run Locally
+
+Please refer to the [inference](inference/README.md) folder for detailed instructions on running Vedika-Code-Pro-v1 locally, including model weight conversion and interactive chat demos.
+
+For local deployment, we recommend setting the sampling parameters to `temperature = 1.0, top_p = 1.0`.
+
+## License
+
+This repository and the model weights are licensed under the [MIT License](LICENSE).
+
+## Citation
+
+```
+@misc{vedalabs2026vedikacodeprov1,
+      title={Vedika-Code-Pro-v1},
+      author={Veda-Labs},
+      year={2026},
+}
+```
+
+## Contact
+
+- **Website:** https://vedalabs.online
+- **Hugging Face:** https://huggingface.co/Veda-Labs
+- **GitHub:** https://github.com/vedalabs-tech
+- **X (Twitter):** https://x.com/VedaLabsAI
+- **Email:** vedalabs.veda@gmail.com