---
pretty_name: Qwen3-8B Algorithmic Code Analyzer GGUF
base_model: orucexe/Qwen3-8B-Algorithmic-Code-Analyzer
base_model_relation: quantized
license: apache-2.0
pipeline_tag: text-generation
language: [en]
tags: [gguf, cpp, code-understanding, algorithm-explanation, experimental]
---

# Qwen3-8B Algorithmic Code Analyzer — GGUF

Standalone **Q5_K_M** quantization of [Algorithmic Code Analyzer](https://huggingface.co/orucexe/Qwen3-8B-Algorithmic-Code-Analyzer) for local inference with llama.cpp or LM Studio. No separate adapter is needed.

File: `Qwen3-8B-Algorithmic-Coder-Q5_K_M.gguf`.

## Usage

With a current [llama.cpp installation](https://huggingface.co/docs/hub/gguf-llamacpp):

```bash
llama cli -hf orucexe/Qwen3-8B-Algorithmic-Code-Analyzer-GGUF:Q5_K_M --temp 0.6 --top-p 0.95 --top-k 20
```

Or search for this repository in **LM Studio**, download Q5_K_M and load it.

Example message:

```text
Explain what this C++ code computes, its invariant, time and
auxiliary-space complexity, and edge cases. Do not rewrite it.

long long sum(const std::vector<int>& a) {
    long long s = 0;
    for (int x : a) s += x;
    return s;
}
```