---
license: other
base_model: mlx-community
tags:
- mlx
- mobile-optimized
- ensemble-ai
---

# Ensemble MLX Vault

## ⚠️ Important Legal & Usage Notice

This repository is a **Private Personal Storage Vault** 

### **Sourcing & Ownership**
- **Not an Original Creator**: The models stored in this repository are **NOT** created, trained, or owned by the owner of this repository.
- **Sourced from MLX-Community**: All models are redistributed from the [MLX-Community](https://huggingface.co/mlx-community) organization on Hugging Face.
- **Purpose**: This repository serves as a optimized, mobile-ready mirror of specific 4-bit quantized versions to ensure consistent and fast access.

### **Compliance & Licenses**
The weights in this repository are subject to the original licenses provided by their respective authors (Meta, Google, Mistral, Microsoft, Sarvam AI, Alibaba/Qwen, etc.).
- Users must adhere to the **individual model licenses** (e.g., Llama 3.2 Community License, Apache 2.0, MIT) as defined by the original creators.
- This repository is provided "as is" without any warranties.

## Repository Overview
This vault contains 30 model snapshots, each optimized for Apple Silicon via the **MLX** framework.

### Selection Criteria:
1. **Size**: Strictly under 4 Billion parameters.
2. **Quantization**: 4-bit (Safetensors).
3. **Weight Limit**: Every model folder is < 3.5GB.

### Key Included Series:
- **Qwen 3.5 / 2.5** (VL, Coder, and Base)
- **Gemma 3 / 2** (Vision and Text)
- **Llama 3.2 / DeepSeek R1** (Instruct and Reasoning)
- **Sarvam AI** (Indic and Translation)
- **Phi 4 / 3.5 / 2**
- **SmolLM2 / Danube / Falcon 3**

## Sync Status
Last Synchronized: March 10, 2026.
Contact: via Private Message on HF for access inquiries for the Ensemble AI team.