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README.md

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+---
+license: apache-2.0
+language:
+- en
+library_name: transformers
+tags:
+- code
+- python
+- maincoder
+- code-generation
+- gguf
+- quantized
+pipeline_tag: text-generation
+base_model: Maincode/Maincoder-1B
+---
+<img src="https://huggingface.co/datasets/Maincode/assets/resolve/e51154e034201be1a5dad0e9c8de31d8b9f17643/maincoder_logo.png" alt="" width="1250">
+
+# Maincoder-1B-GGUF
+
+GGUF quantizations of [**Maincoder-1B**](https://huggingface.co/Maincode/Maincoder-1B), a code-focused language model optimized for code generation and completion tasks. These quantized versions are designed for efficient local deployment with [llama.cpp](https://github.com/ggerganov/llama.cpp).
+
+Find more details in the original model card: https://huggingface.co/Maincode/Maincoder-1B
+
+## How to run Maincoder
+
+Example usage with llama.cpp:
+
+```bash
+llama-cli -hf Maincode/Maincoder-1B-GGUF
+```
+
+Or with a specific quantization:
+
+```bash
+llama-cli -hf Maincode/Maincoder-1B-GGUF -m Maincoder-1B-Q4_K_M.gguf
+```
+
+Code completion example:
+
+```bash
+llama-cli -hf Maincode/Maincoder-1B-GGUF -p 'def fibonacci(n: int) -> int:
+    """Return the n-th Fibonacci number."""
+' -n 256
+```
+
+## Available Quantizations
+
+| Filename | Size | Description |
+|----------|------|-------------|
+| Maincoder-1B-BF16.gguf | 1.9 GB | BFloat16 - Full precision, best quality |
+| Maincoder-1B-F16.gguf | 1.9 GB | Float16 - Full precision |
+| Maincoder-1B-Q8_0.gguf | 1.0 GB | 8-bit quantization - Highest quality quantized |
+| Maincoder-1B-Q6_K.gguf | 809 MB | 6-bit quantization - High quality |
+| Maincoder-1B-Q5_K_M.gguf | 722 MB | 5-bit quantization - Great balance |
+| Maincoder-1B-Q4_K_M.gguf | 641 MB | 4-bit quantization - Recommended |
+| Maincoder-1B-Q4_0.gguf | 614 MB | 4-bit quantization - Smallest, fastest |
+
+## 📄 License
+
+This model is released under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0).
+
+## 🔗 Links
+
+- [Original Model](https://huggingface.co/Maincode/Maincoder-1B)
+- [Maincode](https://maincode.com)
+- [llama.cpp](https://github.com/ggerganov/llama.cpp)
+