Update README.md

README.md

@@ -1,3 +1,83 @@
 ---
 license: mit
+language:
+- en
+tags:
+- rust
+- code
+- instruction-tuning
+- magicoder
+- oss-instruct
+pretty_name: Magicoder OSS Instruct Rust (3.9K Cleaned)
+size_categories:
+- 1K<n<10K
+task_categories:
+- text-generation
 ---
+
+# 🦀 Magicoder-OSS-Instruct-Rust (3.9K Cleaned)
+
+**Magicoder-OSS-Instruct-Rust** is a high-quality, syntax-verified dataset of **3,901** Rust coding instructions derived from real-world open-source GitHub projects.
+
+This dataset is extracted from [ise-uiuc/Magicoder-OSS-Instruct-75K](https://huggingface.co/datasets/ise-uiuc/Magicoder-OSS-Instruct-75K), filtered specifically for Rust, and validated via in-memory compiler checks.
+
+---
+
+## ⚙️ Filtering and Verification Methodology
+
+The dataset was processed using the following technical pipeline:
+
+* **Language Filtering:** Extracted entries strictly where `lang: rust`, removing all other programming languages.
+* **In-Memory Syntax Validation (`rustc` RAM Check):** All code snippets were evaluated on-the-fly via `rustc --crate-type=lib` through standard input (`stdin`). Entries with broken syntax, unclosed braces, or invalid AST structures were automatically discarded.
+* **Format Standardization:** Converted raw problem/solution pairs into standard ChatML (`messages`) format for direct compatibility with SFT and Fine-Tuning frameworks (LoRA / QLoRA).
+
+---
+
+## ⚠️ Filtering Summary (75K -> 3.9K)
+
+Out of the original 75,000 multi-language samples:
+1. Non-Rust programming languages were filtered out.
+2. Incomplete snippets or entries failing `rustc` syntax checks were removed.
+3. A clean, verified set of **3,901 high-quality Rust instructions** was produced.
+
+---
+
+## 📊 Dataset Structure
+
+The dataset follows the **ChatML** (`messages`) format:
+
+* **`system`**: System prompt assigning the expert Rust developer role.
+* **`user`**: Rust programming task, module design requirement, or algorithmic problem.
+* **`assistant`**: Corresponding idiomatic Rust solution.
+
+### Schema Details
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `int64` | Original dataset index |
+| `task_category` | `string` | Task category identifier (`oss_instruct`) |
+| `messages` | `list` | Conversation history containing `role` and `content` (`system`, `user`, `assistant`) |
+
+---
+
+## 💡 Example Entry
+
+```json
+{
+  "id": 1601,
+  "task_category": "oss_instruct",
+  "messages": [
+    {
+      "role": "system",
+      "content": "Sen Rust programlama problemlerini çözerek doğru kodu üreten uzman bir asistansın."
+    },
+    {
+      "role": "user",
+      "content": "You are tasked with creating a Rust module system for a 2D game engine..."
+    },
+    {
+      "role": "assistant",
+      "content": "```rust\n// input_handler.rs\npub mod input_handler {\n    pub struct InputHandler {\n        // Implementation details\n    }\n}\n\n// input.rs\npub mod input {\n    pub use input_handler::InputHandler;\n    pub use keyboard::Keyboard;\n    pub use mouse::Mouse;\n    pub use gamepad::Gamepad;\n}\n```\n\nIn this solution, we have created the input modules..."
+    }
+  ]
+}