|
|
--- |
|
|
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) |
|
|
|
|
|
|
