|
|
--- |
|
|
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. 🔮** |
