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---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- qwen3-4B
- ZeroXClem
base_model:
- Menlo/Jan-nano
- prithivMLmods/Octans-Qwen3-UI-Code-4B
- prithivMLmods/Logics-Qwen3-Math-4B
- prithivMLmods/Carinae-Qwen3-Radiation-4B
- prithivMLmods/Kepler-Qwen3-4B-Super-Thinking
- prithivMLmods/Bootes-Qwen3_Coder-Reasoning
- Loom-Labs/Apollo-1-4B
- GetSoloTech/Qwen3-Code-Reasoning-4B
- prithivMLmods/Lacaille-MoT-4B-Supreme2
pipeline_tag: text-generation
library_name: transformers
---
# ZeroXClem/Qwen3-4B-ChromaticCoder
**ZeroXClem/Qwen3-4B-ChromaticCoder** is a vibrant and versatile 4B model fusion built using `MergeKit` and the `model_stock` strategy. Blending deep reasoning, mathematical precision, frontend UI generation, and code synthesis, it shines in logic-driven and creative problem spaces.
This model is a chromatic cascade of top-performing Qwen3 derivatives and fine-tuned reasoning specialists — harmonizing technical accuracy with structured expressiveness across a wide domain of tasks.
---
## 🧠 Overview
**ChromaticCoder** is based on the powerful foundation of `prithivMLmods/Lacaille-MoT-4B-Supreme2`, integrating a spectrum of expert finetunes to produce a model specialized in:
- 📊 **Mathematical and logical reasoning**
- 💻 **Frontend & UI code generation**
- 🧮 **Multi-step algorithmic thinking**
- 🛠️ **Code reasoning, explanation, and synthesis**
- 📐 **Structured technical content creation**
---
## 🧬 Merge Details
| Detail | Value |
|---------------------|------------------------------------------------------------------------|
| **Merge Method** | `model_stock` |
| **Base Model** | [`prithivMLmods/Lacaille-MoT-4B-Supreme2`](https://huggingface.co/prithivMLmods/Lacaille-MoT-4B-Supreme2) |
| **Dtype** | `bfloat16` |
| **Tokenizer Source** | `prithivMLmods/Lacaille-MoT-4B-Supreme2` |
---
## 🧩 Models Merged
- [`Menlo/Jan-nano`](https://huggingface.co/Menlo/Jan-nano) – Agentic research-aligned model with MCP support.
- [`prithivMLmods/Octans-Qwen3-UI-Code-4B`](https://huggingface.co/prithivMLmods/Octans-Qwen3-UI-Code-4B) – UI code generation with Tailwind/React.
- [`prithivMLmods/Logics-Qwen3-Math-4B`](https://huggingface.co/prithivMLmods/Logics-Qwen3-Math-4B) – Advanced math and logic reasoning.
- [`prithivMLmods/Carinae-Qwen3-Radiation-4B`](https://huggingface.co/prithivMLmods/Carinae-Qwen3-Radiation-4B) – Balanced probabilistic modeling with multilingual reasoning.
- [`prithivMLmods/Kepler-Qwen3-4B-Super-Thinking`](https://huggingface.co/prithivMLmods/Kepler-Qwen3-4B-Super-Thinking) – Hybrid symbolic-probabilistic thought.
- [`prithivMLmods/Bootes-Qwen3_Coder-Reasoning`](https://huggingface.co/prithivMLmods/Bootes-Qwen3_Coder-Reasoning) – Instruction-tuned code synthesis and stepwise debugging.
- [`Loom-Labs/Apollo-1-4B`](https://huggingface.co/NoemaResearch/Apollo-1-4B) – General-purpose reasoning and multilingual instruction following.
- [`GetSoloTech/Qwen3-Code-Reasoning-4B`](https://huggingface.co/GetSoloTech/Qwen3-Code-Reasoning-4B) – Competitive programming and reasoning powerhouse.
---
## 🌈 Chromatic Features
✨ **Unified Expert Reasoning**
Brings together multiple specialized reasoning modules — from UI generation to symbolic math and programming logic — into one coherent architecture.
🧠 **Deep Logic and Event Simulation**
Excels in modeling probabilistic systems, structured math, and algorithmic solutions with step-by-step clarity.
💻 **Frontend & UI Coding Mastery**
With Octans and Jan-nano integrations, this model generates accurate and readable frontend code (React, Tailwind, HTML5).
🧪 **STEM-Specialized Performance**
Fine-tuned on math, logic, and scientific problem domains, ChromaticCoder is a strong match for educational and research applications.
🛠️ **Developer-Centric Reasoning**
Instruction-tuned layers optimize code completion, refactoring, and explanation across Python, JS, C++, and more.
🌍 **Multilingual Capabilities**
Thanks to Apollo and Carinae, it supports over 80 languages in both reasoning and coding domains.
---
## 🔧 MergeKit Configuration
```yaml
name: ZeroXClem-Qwen3-4B-ChromaticCoder
base_model: prithivMLmods/Lacaille-MoT-4B-Supreme2
dtype: bfloat16
merge_method: model_stock
models:
- model: Menlo/Jan-nano
- model: prithivMLmods/Octans-Qwen3-UI-Code-4B
- model: prithivMLmods/Logics-Qwen3-Math-4B
- model: prithivMLmods/Carinae-Qwen3-Radiation-4B
- model: prithivMLmods/Kepler-Qwen3-4B-Super-Thinking
- model: prithivMLmods/Bootes-Qwen3_Coder-Reasoning
- model: Loom-Labs/Apollo-1-4B
- model: GetSoloTech/Qwen3-Code-Reasoning-4B
tokenizer_source: prithivMLmods/Lacaille-MoT-4B-Supreme2
````
---
## 💡 Use Cases
* 🎓 **STEM Tutoring & Education**
* 🧮 **Mathematical and Logical Explanation**
* 🖥️ **Frontend Development & Prototyping**
* 📘 **Technical Documentation**
* 🧑💻 **Algorithm Debugging & Refactoring**
* 🤖 **Agentic Reasoning and Simulated Tool Use**
---
## 🧪 Limitations
* Limited by 4B parameter size — may struggle with extremely long or open-domain contexts.
* Some outputs may be verbose or over-explained depending on the base tuning weights.
* Not suitable for unrestricted creative or emotional writing tasks.
---
## ⚖️ License & Usage
* License: **Apache 2.0**
* Users are responsible for implementing appropriate safety and moderation when deploying the model.
---
## 🪐 Credits & Acknowledgements
This fusion was only possible thanks to the incredible work of:
* **Menlo Research**, **PrithivML**, **Loom Labs**, **GetSoloTech**, and others
* Model authors and dataset contributors across the OSS reasoning community
* Qwen3 for providing a strong base ecosystem for 4B-scale thinking models
---
**Made with 💖 by the ZeroXClem team. 🔮** |