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prithivMLmods/Vortex-9B-CodeCore-Merge-GGUF overview

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 codi…

transformersgguftext-generation-inferencepytorchomnimergekitmergeqwen3_5reasoningchain-of-thoughtsftagenttool-usefunction-callingcodertext-generationenbase_model:prithivMLmods/Vortex-9B-CodeCore-Mergebase_model:quantized:prithivMLmods/Vortex-9B-CodeCore-Mergelicense:apache-2.0endpoints_compatibleregion:usconversational

Runs locally from ~4.31 GB disk (8 GB VRAM class GPUs with llama.cpp / guIDE).

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Pipeline
text-generation

Repository Files & Downloads

7 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
Vortex-9B-CodeCore-Merge.BF16.ggufGGUFGGUF16.69 GBDownload
Vortex-9B-CodeCore-Merge.Q3_K_L.ggufGGUFGGUF4.59 GBDownload
Vortex-9B-CodeCore-Merge.Q3_K_M.ggufGGUFGGUF4.31 GBDownload
Vortex-9B-CodeCore-Merge.Q4_K_M.ggufGGUFGGUF5.24 GBDownload
Vortex-9B-CodeCore-Merge.Q4_K_S.ggufGGUFGGUF4.98 GBDownload
Vortex-9B-CodeCore-Merge.Q5_K_M.ggufGGUFGGUF6.02 GBDownload
Vortex-9B-CodeCore-Merge.Q5_K_S.ggufGGUFGGUF5.87 GBDownload

Model Details

Model IDprithivMLmods/Vortex-9B-CodeCore-Merge-GGUF
AuthorprithivMLmods
Pipelinetext-generation
Licenseapache-2.0
Base modelprithivMLmods/Vortex-9B-CodeCore-Merge
Last modified2026-09-17T17:18:26.000Z

Model README

---

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 as the base model with NeoHorse-1-9B, Qwopus3.5-9B-Coder, and 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 |

| Vortex-9B-CodeCore-Merge.Q3_K_L.gguf | Q3_K_L | 4.93 GB | Download |

| Vortex-9B-CodeCore-Merge.Q3_K_M.gguf | Q3_K_M | 4.62 GB | Download |

| Vortex-9B-CodeCore-Merge.Q4_K_M.gguf | Q4_K_M | 5.63 GB | Download |

| Vortex-9B-CodeCore-Merge.Q4_K_S.gguf | Q4_K_S | 5.35 GB | Download |

| Vortex-9B-CodeCore-Merge.Q5_K_M.gguf | Q5_K_M | 6.47 GB | Download |

| Vortex-9B-CodeCore-Merge.Q5_K_S.gguf | Q5_K_S | 6.31 GB | Download |

llama.cpp

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

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