Учебные материалы по LLM

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Fine-Tuning DeepSeek R1 (Reasoning Model)

Fine-tuning the world's first open-source reasoning model on the medical chain of thought dataset to build better AI doctors for the future.

27 января 2025 г.

Microsoft's rStar-Math: A Guide With Implementation

Learn how to create a simplified implementation of the RStar framework using a combination of neural networks, symbolic reasoning, and Monte Carlo Tree Search (MCTS).

23 января 2025 г.

Genesis Physics Engine: A Step-by-Step Guide to Setting Up Genesis

Learn how to set up and run the Genesis Physics Engine on Google Colab, overcoming installation challenges and getting started with physics simulations.

23 января 2025 г.

Mistral's Codestral 25.01: A Guide With VS Code Examples

Learn about Mistral's Codestral 25.01, including its capabilities, benchmarks, and how to set it up in VS Code for code assistance.

22 января 2025 г.

Nvidia's Llama Mesh: A Guide With Examples

Learn about NVIDIA’s 3D mesh-generating model, LLaMA-Mesh, including its capabilities, limitations, setup instructions, and examples.

16 января 2025 г.

Llama 3.2 90B Tutorial: Image Captioning App With Groq & Streamlit

Learn how to build an image captioning app using Streamlit for the front end, Llama 3.2 90B for generating captions, and Groq as the API.

15 января 2025 г.

Fine-Tuning Llama 3.2 Vision

Learn how to fine-tune a multimodal model by Meta AI on the Amazon product dataset using the Unsloth framework.

15 января 2025 г.

DeepSeek V3: A Guide With Demo Project

Learn how to build an AI-powered code reviewer assistant using DeepSeek-V3 and Gradio.

14 января 2025 г.

vLLM: Setting Up vLLM Locally and on Google Cloud for CPU

Learn how to set up and run vLLM (Virtual Large Language Model) locally using Docker and in the cloud using Google Cloud.

9 января 2025 г.

ChatGPT Desktop: A Guide With VS Code and Terminal Examples

Learn how to optimize your coding workflow using the ChatGPT desktop app, with a focus on its integration with VS Code, the terminal, and Xcode.

7 января 2025 г.

OpenAI's Preference Fine-Tuning: A Guide With Examples

Learn how to align large language models with user preferences using OpenAI's preference fine-tuning and direct preference optimization.

7 января 2025 г.

Llama 3.3: Step-by-Step Tutorial With Demo Project

Learn how to build a multilingual code explanation app using Llama 3.3, Hugging Face, and Streamlit.

17 декабря 2024 г.