---
title: ENIAD AI Assistant Chat
emoji: 🎓
colorFrom: purple
colorTo: blue
sdk: gradio
app_file: app.py
pinned: true
short_description: Interactive ENIAD AI Assistant (LLaMA-3.1-8B)
---

# 🎓 ENIAD Assistant — Live Interactive Space
### 🤝 Official Multi-Author Engineering Project • ENIAD AI Lab (May 2025)

Welcome to the interactive conversational interface for **ENIAD-ASSISTANT**, powered by a fine-tuned **LLaMA-3.1-8B** model.

### 👥 Engineering Team
- **Abdellah ENNAJARI** — Lead AI & MLOps Engineer ([@abdennajari](https://huggingface.co/abdennajari) • [GitHub @ennajari](https://github.com/ennajari))
- **Ahmed OUKACHA** — AI Systems & Fine-Tuning Specialist ([@ahmed-ouka](https://huggingface.co/ahmed-ouka))
- **Oussama EL HADJI** — Full-Stack AI UI & SMA Multi-Agent Engineer ([HF @bosaj](https://huggingface.co/bosaj) • [GitHub @Bosaj](https://github.com/Bosaj))
- **Abdelilah OURTI** ([@abdelilahou](https://huggingface.co/abdelilahou)) — Vector DB & RAG Pipeline Engineer

### 🔗 Architecture & Associated Assets
- **Original Model Checkpoint (May 2025):** [`ahmed-ouka/my-llama3.1-8B-with-lora-Eniad-Assistant`](https://huggingface.co/ahmed-ouka/my-llama3.1-8B-with-lora-Eniad-Assistant)
- **Official Model Card:** [`bosaj/eniad-llama3.1-8b-assistant-lora`](https://huggingface.co/bosaj/eniad-llama3.1-8b-assistant-lora)
- **Instruction Dataset:** [`bosaj/eniad-assistant-instruct-dataset`](https://huggingface.co/datasets/bosaj/eniad-assistant-instruct-dataset)
- **GitHub Repository:** [`ennajari/ENIAD-ASSISTANT`](https://github.com/ennajari/ENIAD-ASSISTANT)


## 🏛️ The Complete ENIAD Chatbot Model Family (LLaMA & Qwen)

The **ENIAD Chatbot ecosystem** consists of collaborative LLaMA & Qwen checkpoints, quantization profiles, and LoRA adapters engineered for our institutional assistant:

| Model & Checkpoint | Base Architecture | Precision / Format | Target Environment & Use-Case | Verified Repository Link |
| :--- | :--- | :--- | :--- | :--- |
| **LLaMA-3.1-8B Assistant LoRA** | `meta-llama/Llama-3.1-8B` | 16-Bit PEFT LoRA (Rank 16, Alpha 32) | Primary institutional conversational assistant (Bilingual FR/EN) | [bosaj/eniad-llama3.1-8b-assistant-lora](https://huggingface.co/bosaj/eniad-llama3.1-8b-assistant-lora) |
| **LLaMA-3-8B Merged 32-Bit** | `meta-llama/Meta-Llama-3-8B` | Full Float32 Merged Weights | Standalone backend inference server without runtime adapter loading | [ahmed-ouka/llama3-8b-eniad-merged-32bit](https://huggingface.co/ahmed-ouka/llama3-8b-eniad-merged-32bit) |
| **LLaMA-3.1-8B Team Milestone** | `meta-llama/Llama-3.1-8B` | PEFT LoRA Sharded Safetensors | Original PFA milestone model checkpoint (May 2025 team release) | [ahmed-ouka/my-llama3.1-8B-with-lora-Eniad-Assistant](https://huggingface.co/ahmed-ouka/my-llama3.1-8B-with-lora-Eniad-Assistant) |
| **Eniad LLaMA 8-Bit Quantized** | `meta-llama/Meta-Llama-3-8B` | 8-Bit `bitsandbytes` NF4/INT8 | High-efficiency local inference on edge GPUs (< 6GB VRAM) | [ahmed-ouka/Eniad-model-llama-Assistant](https://huggingface.co/ahmed-ouka/Eniad-model-llama-Assistant) |
| **LLaMA-Factory 3.1 LoRA Adapter** | `meta-llama/Llama-3.1-8B` | Modular PEFT Adapter (~50MB) | Exported modular weights from the LLaMA-Factory training pipeline | [ahmed-ouka/llama-lora-adapter-eniad](https://huggingface.co/ahmed-ouka/llama-lora-adapter-eniad) |
| **Qwen-2.5-1.5B ENIAD LoRA** | `Qwen/Qwen2.5-1.5B-Instruct` | 16-Bit PEFT LoRA (Compact) | Ultra-fast lightweight assistant for low-latency & edge devices (< 2GB VRAM) | [ahmed-ouka/lora-qwen-eniad](https://huggingface.co/ahmed-ouka/lora-qwen-eniad) |

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