---
license: apache-2.0
tags:
- text-generation-inference
- pytorch
- omnimergekit
- merge
- qwen3_5
- reasoning
- chain-of-thought
- sft
- agent
- tool-use
- function-calling
- coder
base_model:
- prithivMLmods/Vortex-9B-CodeCore-Merge
language:
- en
pipeline_tag: text-generation
library_name: transformers
---

# **Vortex-9B-CodeCore-Merge-GGUF**

> Vortex-9B-CodeCore-Merge is a merged 9B-parameter coding and reasoning model designed for long-horizon coding tasks, agentic coding, and agentic reasoning. It is built by merging [Qwen3.5-9B](https://huggingface.co/Qwen/Qwen3.5-9B) as the base model with [NeoHorse-1-9B](https://huggingface.co/TokenRhythm/NeoHorse-1-9B), [Qwopus3.5-9B-Coder](https://huggingface.co/Jackrong/Qwopus3.5-9B-Coder), and [Ornith-1.5-9B](https://huggingface.co/ornith-ai/Ornith-1.5-9B), combining their capabilities for code generation, multi-step problem solving, instruction following, and autonomous coding workflows. The model is intended for complex software-engineering tasks that require sustained reasoning across multiple steps, code understanding, modification, debugging, and tool-oriented agentic workflows. This model is experimental and may generate artifacts.

## Model Files

   File Name | Quant Type | File Size | File Link |
 |-----------|------------|-----------|-----------|
 | Vortex-9B-CodeCore-Merge.BF16.gguf | BF16 | 17.9 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.BF16.gguf) |
 | Vortex-9B-CodeCore-Merge.Q3_K_L.gguf | Q3_K_L | 4.93 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q3_K_L.gguf) |
 | Vortex-9B-CodeCore-Merge.Q3_K_M.gguf | Q3_K_M | 4.62 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q3_K_M.gguf) |
 | Vortex-9B-CodeCore-Merge.Q4_K_M.gguf | Q4_K_M | 5.63 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q4_K_M.gguf) |
 | Vortex-9B-CodeCore-Merge.Q4_K_S.gguf | Q4_K_S | 5.35 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q4_K_S.gguf) |
 | Vortex-9B-CodeCore-Merge.Q5_K_M.gguf | Q5_K_M | 6.47 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q5_K_M.gguf) |
 | Vortex-9B-CodeCore-Merge.Q5_K_S.gguf | Q5_K_S | 6.31 GB | [Download](https://huggingface.co/prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF/blob/main/Vortex-9B-CodeCore-Merge.Q5_K_S.gguf) |

## llama.cpp

LLM inference in C/C++ — https://github.com/ggml-org/llama.cpp