🕹️ What is LLM and why do you need it?
LLM (Large Language Model) is a complex artificial intelligence system trained on terabytes of text. It is capable of understanding and generating human language. Roughly speaking, it's like a virtual interlocutor, writer, advisor, and analyst all in one. Such models are trained on texts from books, scientific articles, program codes, dialogues from forums, and even poetry.
What can LLM do?
📚 Answer questions of any complexity (like a real professor);
✍️ Write texts: from essays to scripts for films and games;
🌐 Translate from one language to another, almost like a professional translator;
🌟 Generate creative content: poems, anecdotes, jokes;
💡 Suggest ideas, help in training and solving creative tasks.
And all this - instantly, without interruptions for sleep and coffee!
🫠 Where can I use LLM right now?
ChatGPT from OpenAI — the most popular service.
Claude from Anthropic — a special emphasis on safety and ethics.
Gemini from Google DeepMind — integration with Google products.
However, it is worth remembering that all these services work through the cloud. This means that:
Your questions and answers can be saved.
There is no guarantee of complete confidentiality.
There are often restrictions on the number of requests or the speed of work.
🔑 Therefore, launching your own local model is not only fashionable, but also extremely reasonable!
🏠 Why should you run LLM at home?
🌐 Full autonomy. Works even without the Internet — whether at the cottage or on a desert island.
🔒 Maximum privacy: no data leaves your computer.
🔊 Endless use without limits.
💸 Free access to powerful features without subscriptions or tokens.
⚙️ Ability to fine-tune for your personal tasks: do you want an AI poet or an AI analyst?
💡 Imagine: a personal assistant who reads your mind (well, almost), understands the context, and helps you create, learn, and develop.
🏡 Step-by-step instructions: How to run LLM quickly and easily
Select a tool to work with:
LM Studio — the easiest way without programming: https://lmstudio.ai
Ollama — a convenient option for those who are not afraid of the terminal: https://ollama.ai
vLLM - for those who bet on speed and power: https://vllm.ai
Choose the model that suits your goals:
Gemma 7B - light and fast, perfect for a start.
Llama 3 - one of the best on the market in terms of response quality.
DeepSeek-V2 - optimal performance balance.
🌍 You can download the models via Hugging Face, the largest platform for storing AI resources.
Install the selected tool and model:
LM Studio: download, install and follow the interface instructions.
Ollama: a couple of commands in the terminal - and it's ready!
vLLM: the installation will require Python environment and dependencies.
Setup and launch:
Select the desired degree of quantization of the model: the stronger the compression, the less memory is required.
Set the generation temperature (creativity of responses) and message length.
Launch the chat and start experimenting!
Performance check:
Ask a test question.
Rate the speed and quality of responses.
Configure additional parameters, if necessary.
Congratulations, you have become the owner of your own local AI!
💚 Humor on the way:
"If your laptop is humming like a starting shuttle, and your neighbors brought a fire extinguisher, then everything is going according to plan. You have tamed the power of Artificial Intelligence!"
💡 Useful tips for comfortable work:
RAM is very important!
8 GB is suitable for the lightest models.
16 GB is optimal for mid-range models and smooth operation.
32+ GB — for real performance monsters.
GPU decides!
Having an NVIDIA graphics card with CUDA support will significantly speed up text generation.
Start small.
Don't immediately reach for the biggest models. Try the compact versions, understand how everything works.
Play with the parameters.
Change the temperature, tokens, and context to achieve the desired response style.
Stay tuned!
In the world of AI, everything is changing very quickly. New models and improvements are constantly being released.
📚 Additional resources for your growth:
📅 Now you are completely ready to master and implement your own local AI.
🚀 Good luck with your experiments and discoveries with Kodik! Remember: great beginnings always start with one click on the "Launch" button! 🚀✨