Update README.md

README.md

@@ -4,78 +4,90 @@ license_name: proprietary
 license_link: LICENSE
 ---
 
-# JumpLander Coder 32B
-**A high-performance, future open-source code-generation LLM (documentation-only release).**
+<div align="center">
 
-This repository provides the official documentation, roadmap, and technical overview of **JumpLander Coder 32B**, a large language model focused on real-world software engineering tasks.  
-_No model weights, checkpoints, or tokenizer files are published yet. They will be released in a future open-source update._
+<img src="https://jumplander.org/assets/logo.png" width="200"/>
+
+# 🚀 JumpLander Coder 32B
+
+**A high-performance, future open-source code-generation LLM, supporting Persian-speaking developers**  
+_This is a documentation-only release; no model weights have been published yet._
+
+</div>
 
 ---
 
-## Overview
-JumpLander Coder 32B is designed to deliver high-quality code generation, robust reasoning across multi-file codebases, and practical support for modern development workflows.
+## 🌟 Overview
 
-The model targets:
-- Strong reasoning for complex software projects  
-- Multi-file code generation and refactoring  
-- Debugging assistance and architecture-level suggestions  
-- Security-aware coding patterns  
-- Optimized usage for global developers, including improved handling for **Persian-speaking engineers**
+JumpLander Coder 32B is designed to deliver:
+
+- High-quality, executable code generation ⚡  
+- Multi-file reasoning and refactoring support 🧩  
+- Architecture-level guidance and security-aware coding 🛡️  
+- Optimized usage for global developers, including Persian-speaking engineers 🇮🇷  
+
+> ⚠️ Model weights and tokenizer are not released yet. Open-source release is planned in the future.
 
 ---
 
-## Current Status
+## 📊 Current Status
+
+<div align="center">
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/69204763af796f2f22ad9f49/A8r0WUkLpEhDAh7Z8Xajx.jpeg" width="600"/>
+
+</div>
+
 - ✔ Documentation available  
-- ✔ Benchmarks and evaluations (text-based placeholders)  
+- ✔ Benchmarks (placeholders)  
 - ❌ No model weights released yet  
-- 🚀 Future: Open-source release with full code, tokenizer, and inference recipes  
+- 🚀 Future: Open-source release
 
 ---
 
-## Planned Capabilities
-- Code generation for full repositories  
-- Patch suggestions & automated refactoring  
+## 🛠️ Planned Capabilities
+
+- Full repository code generation and multi-file support  
+- Patch suggestions and automated refactoring  
 - Test generation (unit, integration, regression)  
-- Multi-language support:  
-  **Python, JavaScript/TypeScript, Go, Rust, Java, C/C++, Bash, SQL**  
-- Long-context reasoning (project-wide understanding)  
+- Multi-language support: Python, JS/TS, Go, Rust, Java, C/C++, Bash, SQL  
+- Long-context reasoning across projects  
 - Developer-friendly integrations (CLI, SDK, IDE extensions)
 
 ---
 
-## Intended Use Cases
-- Quickly scaffold complete applications  
-- Refactor legacy codebases  
-- Debug and inspect code structure  
-- Generate documentation and API specifications  
-- Teach or learn programming with guided examples
+## 🎯 Intended Use Cases
+
+- Rapid application scaffolding  
+- Refactoring legacy codebases  
+- Debugging and code architecture inspection  
+- Generating documentation and API specifications  
+- Teaching or learning programming with guided examples
 
-_Not intended for unreviewed use in critical systems, confidential codebases, or applications requiring zero-error guarantees without human review._
+> ❌ Not intended for unreviewed use in critical systems or confidential codebases without human review.
 
 ---
 
-## Repository Structure
-This repository includes:
+## 🗂️ Repository Structure
 
 - `README.md` — project introduction  
 - `MODEL_CARD.md` — planned model card details  
 - `ROADMAP.md` — development milestones  
-- `BENCHMARKS.md` — benchmark descriptions (results coming later)  
+- `BENCHMARKS.md` — benchmark placeholders  
 - `LICENSE` — proprietary license placeholder  
 
-> No model weights are stored here until the public release.
+> No model weights are stored in this repository until the public release.
 
 ---
 
-## Example Usage (Future API)
-This is the expected interface once the SDK and model weights are released:
+## 💻 Example Usage (Future API)
 
 ```python
 from jumplander_sdk import JumplanderClient
 
 client = JumplanderClient(api_key="YOUR_KEY")
 
-# Generate a multi-file application scaffold
+# Scaffold a FastAPI app with JWT auth and PostgreSQL integration
 project = client.scaffold(
     "Create a FastAPI service with JWT auth and PostgreSQL integration",
     language="python"