Update README.md

README.md

@@ -8,4 +8,42 @@ pinned: false
 license: apache-2.0
 ---
 
+
+---
+title: Coding Agent Qwen-SFT v3
+emoji: 🚀
+colorFrom: blue
+colorTo: gray
+sdk: docker
+pinned: false
+license: apache-2.0
+---
+
+# 🚀 Coding Agent Qwen-SFT v2 (GGUF)
+
+This is a fine-tuned **Qwen2.5-Coder-7B** model, optimized for production-grade Python, C++, and Rust development. 
+
+### 🌟 Key Features
+- **Logic-First:** Trained to avoid "Textbook" descriptions and provide direct code solutions.
+- **Efficient:** Quantized to 4-bit (GGUF) to run smoothly on standard CPUs.
+- **Context-Aware:** Handles complex concurrency, memory safety, and architectural prompts.
+
+### 💻 Use it Locally (Ollama)
+You can run this exact model on your own machine:
+1. **Install [Ollama](https://ollama.com)**
+2. **Download the GGUF file** from this repository.
+3. **Create a `Modelfile`**:
+   ```dockerfile
+   FROM ./coding-agent-qwen-sft-v2-GGUF.q4_k_m.gguf
+   PARAMETER temperature 0.4
+   PARAMETER repeat_penalty 1.2
+   ```
+4. **Run:** `ollama create coding-agent -f Modelfile` then `ollama run coding-agent`
+
+### 🛠️ Inference Specs
+- **Repetition Penalty:** 1.2
+- **Temperature:** 0.4
+- **Stop Token:** `<|im_end|>`
+
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference