---
base_model: Jackrong/Qwopus3.6-27B-Coder
library_name: mlx
pipeline_tag: text-generation
tags:
- mlx
- omlx
- optiq
- qwen3.6
- tool-calling
---

# Qwopus3.6-27B-Coder 4-bit MLX

This is an oMLX OptiQ 4-bit package of `Jackrong/Qwopus3.6-27B-Coder`, built from source revision `f22041be82998a006c9fde642c7900fb42aff94e`.

This variant does not include the source model's MTP tensors. The MTP config fields are normalized to zero so it loads as the plain text-generation model.

The tokenizer includes the `qwen3_coder` tool parser setting and a patched chat template for OpenAI-style tool calls. The template was adjusted for Swival-style coding-agent work, including array arguments for command tools and read-before-delete/edit behavior.

## Local Validation

Validated on June 12, 2026 with oMLX:

- Static artifact check passed: oQ4 quantization, no MTP tensors, matching `chat_template.jinja` and embedded `tokenizer_config.json` template.
- Direct OpenAI-compatible tool-call smoke passed for scalar string arguments and argv-array arguments.
- Swival tool-calling gate passed 5/5 cases with all tools enabled: edit by line number, read/edit/test, batch read/write, read/delete, and argv-form command execution.

Use it through oMLX with model id:

```text
Qwopus3.6-27B-Coder-4bit.mlx
```