D: Tired of paying for cloud-based AI services? Want full privacy and offline access? Hereβs a curated list of 10 powerful open-source LLMs you can run on your home computerβzero cloud fees, no subscriptions!
π Why Run LLMs Locally?
- π° No Recurring Costs: Avoid ChatGPT Plus or API fees.
- π 100% Private: Your data stays on your device.
- β‘ Full Control: Customize models for your needs.
π Top 10 Open-Source LLMs for Local Use
1. Llama 3 (Meta)
- Best for: General-purpose tasks (chat, coding, Q&A).
- Hardware: Works on mid-range GPUs (8GB+ VRAM).
- Example Use:
./main -m models/llama-3-8b.gguf -p "Explain quantum computing"
2. Mistral 7B
- Best for: Efficiency (small size, high performance).
- Runs on: Even laptops with integrated graphics!
- Bonus: Fine-tuned versions like Mistral-7B-Instruct for chat.
3. Gemma (Google)
- Best for: Lightweight but powerful (2B/7B versions).
- Perks: Optimized for NVIDIA GPUs via TensorRT-LLM.
4. Phi-3 (Microsoft)
- Best for: Low-resource devices (3B model rivals 7B ones).
- Ideal Use Case: Offline research or document analysis.
5. Falcon 7B/40B
- Best for: Commercial use (Apache 2.0 license).
- Warning: 40B needs a beefy GPU!
6. Zephyr-7B
- Best for: Chat (fine-tuned from Mistral, uncensored).
- Tool to Run: LM Studio (Windows/macOS GUI).
7. OpenHermes-2.5
- Best for: Roleplay & creative writing.
- Dataset: Trained on synthetic GPT-4 data.
8. StarCoder2 (15B)
- Best for: Coding (Python, Java, etc.).
- Runs in: VS Code with Continue.dev extension.
9. Orca-2 (13B)
- Best for: Reasoning tasks (math, logic).
- Pro Tip: Pair with Oobaboogaβs TextGen UI.
10. Dolly 2.0 (Databricks)
- Best for: Free commercial use (12B model).
- Fun Fact: Trained on ChatGPT-generated data!
βοΈ How to Run Them?
Most models work via:
- Ollama (Mac/Linux):
ollama pull llama3 ollama run llama3
- LM Studio (Windows/macOS GUI).
- KoboldCPP (CPU-only option).
π‘ Pro Tips
- Start Small: Try 7B models first (e.g., Mistral).
- Quantized Models: Look for .gguf files (saves RAM).
- VRAM vs RAM:
- <8GB GPU? β Use 4-bit quantized models.
- No GPU? β CPU mode with llama.cpp.
π Final Thoughts
With these models, you can replace ChatGPT for most tasksβfor free! π
π Try them today:
- TheBlokeβs HuggingFace Models (Pre-quantized downloads).
- Ollama.ai (Easy local setup).
π¬ Which one will you test first? Comment below! β