Learn how to structure inputs, use chain-of-thought reasoning, and control model temperature for deterministic, production-grade AI output.
# How to Run DeepSeek R1 & Llama 3.3 Locally with Ollama
Running high-performance reasoning models locally ensures 100% data privacy, zero API rate limits, and offline availability.
---
## 1. Hardware Requirements & Quantization
| Model Size | Quantization | Minimum RAM / VRAM | Recommended Hardware |
|---|---|---|---|
| 8B / 7B | Q4_K_M | 8 GB | Apple M1/M2/M3 (16GB RAM) or RTX 3060 |
| 14B / 32B | Q4_K_M | 24 GB | Apple M-series (36GB+ RAM) or RTX 4090 |
| 70B | Q4_K_M | 48 GB | Mac Studio M2 Ultra (64GB+) or 2x RTX 3090 |
---
## 2. 3-Minute Setup with Ollama
```bash
# 1. Install Ollama via Homebrew
brew install ollama
# 2. Start the local server
ollama serve
# 3. Pull and run DeepSeek R1 distilled model
ollama run deepseek-r1:14b
```
---
## 3. Connecting to IDE & Web Interfaces
You can integrate your local Ollama server directly into **Cursor**, **Continue.dev**, or deploy **Open-WebUI** using Docker for a self-hosted ChatGPT interface.
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