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Qwen2-3B-LoRA-JurisRoute
ApyHTML19/Qwen2-3B-LoRA-JurisRoute
Qwen2-3B-LoRA-JurisRoute is a machine learning model from ApyHTML19. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
JurisRoute is a fine-tuned version of Qwen2-7B using LoRA (Low-Rank Adaptation) for legal and juridical question answering.
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Public
Updated Jun 26, 2026
Repo size
162 MB
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.safetensors162 MB · 93%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 18, 2026
- Updated
- Jun 26, 2026
- SHA
- 9c3ce31c
Base models
Model card
From the Hugging Face model README
⚖️ JurisRoute — Qwen2 LoRa Fine-tuned
📌 Description
JurisRoute is a fine-tuned version of Qwen2-7B using LoRA (Low-Rank Adaptation) for legal and juridical question answering.
The model is specialized for:
- 🇲🇦 Moroccan law & jurisprudence
- Legal document understanding
- Juridical Q&A in French, Arabic, and English
🎯 Objective
The goal of JurisRoute is to provide an accessible AI assistant capable of answering legal questions based on Moroccan juridical texts, without requiring expensive cloud infrastructure.
🔧 Fine-tuning Process
Base Model
- Model: Qwen2-7B
- Method: LoRA (Low-Rank Adaptation)
- Format: Safetensors
LoRA Configuration
| Parameter | Value |
|---|---|
| Method | LoRA |
| Rank (r) | 16 |
| Alpha | 32 |
| Target modules | q_proj, v_proj |
| Dropout | 0.05 |
Training Setup
| Parameter | Value |
|---|---|
| Framework | Hugging Face PEFT |
| Precision | FP16 |
| Optimizer | AdamW |
| Dataset | Moroccan legal texts |
📊 Fine-tuning Process Diagram
- License
- apache-2.0
- Languages
- fr, ar, en
- Created
- Mar 18, 2026
- Updated
- Jun 26, 2026