| --- |
| language: |
| - en |
| - ar |
| - fr |
| - ary |
| license: apache-2.0 |
| library_name: transformers |
| base_model: Qwen/Qwen3-VL-8B-Instruct |
| tags: |
| - mtrini |
| - compiwer-ai |
| - qwen3-vl |
| - lora |
| - peft |
| - reasoning |
| - coding |
| - mathematics |
| - darija |
| - moroccan-arabic |
| --- |
| |
| # 🐪 Mtrini-SVL-1.1 |
|
|
| > **Small lab. Big ambitions.** |
|
|
| Mtrini-SVL-1.1 is an 8B model adaptation developed by **Compiwer AI**, built on **Qwen3-VL-8B-Instruct** and trained with a focus on reasoning, coding, mathematics, and Moroccan Darija. |
|
|
| ## 🧠 SVL — Self-Verifying Loop |
|
|
| **SVL = Self-Verifying Loop** |
|
|
| The idea: |
|
|
| **Think → Verify → Improve → Repeat** |
|
|
| SVL is Compiwer AI's approach to encouraging models to check and refine their responses instead of immediately stopping at the first answer. |
|
|
| ## 📚 Training Data |
|
|
| The final dataset contained approximately **58.6K unique examples**: |
|
|
| - 🇲🇦 Moroccan Darija QA + Reasoning — 2,170 |
| - 💻 OpenCodeReasoning-2 — 30,000 |
| - 🧮 OpenMathInstruct-2 — 30,000 |
|
|
| ## ⚙️ Model Details |
|
|
| | Property | Value | |
| |---|---| |
| | Model | Mtrini-SVL-1.1 | |
| | Base | Qwen3-VL-8B-Instruct | |
| | Parameters | ~8B | |
| | Architecture | Qwen3-VL | |
| | Training | LoRA / PEFT | |
| | Precision | BF16 | |
| | Training Context | 4096 | |
| | Developer | Compiwer AI | |
| | Origin | 🇲🇦 Salé, Morocco | |
|
|
| ## 🧪 Training |
|
|
| - 3,661 training steps |
| - 1 epoch |
| - Training loss: **0.5855** |
| - Mean token accuracy: **83.55%** |
|
|
| These are training metrics and are not standardized benchmark results. |
|
|
| ## 📦 Repository |
|
|
| This repository contains the **LoRA adapter** for Mtrini-SVL-1.1. |
|
|
| For the merged model: |
|
|
| **CompiwerAI/Mtrini-SVL-1.1-Merged** |
|
|
| For local GGUF inference: |
|
|
| **CompiwerAI/Mtrini-SVL-1.1-GGUF** |
|
|
| ## ⚠️ Limitations |
|
|
| Mtrini-SVL-1.1 is an experimental model and can still hallucinate, make coding mistakes, misunderstand Darija, or produce incorrect mathematical answers. |
|
|
| Always verify important outputs. |
|
|
| ## 🇲🇦 Built by Compiwer AI |
|
|
| Mtrini is part of Compiwer AI's effort to build open AI systems focused on: |
|
|
| **Reasoning • Coding • Mathematics • Moroccan Darija • Open AI** |
|
|
| > **Building AI For Everyone.** |
