Samouczki LLM

Bądź na bieżąco z najnowszymi wiadomościami, technikami i zasobami dotyczącymi dużych modeli językowych. Nasze samouczki są pełne praktycznych instrukcji krok po kroku i przypadków użycia, które pomogą Panu/Pani rozwinąć umiejętności.

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LlaMA-Factory WebUI Beginner's Guide: Fine-Tuning LLMs

Learn how to fine-tune LLMs on custom datasets, evaluate performance, and seamlessly export and serve models using the LLaMA-Factory's low/no-code framework.

2 września 2024

RankGPT as a Re-Ranking Agent for RAG (Tutorial)

RankGPT is a method that uses LLMs like ChatGPT to re-rank retrieved documents in RAG systems, improving the quality of the output by prioritizing the most relevant information.

29 sierpnia 2024

Building LangChain Agents to Automate Tasks in Python

A comprehensive tutorial on building multi-tool LangChain agents to automate tasks in Python using LLMs and chat models using OpenAI.

28 sierpnia 2024

Apple's DCLM-7B: Setup, Example Usage, Fine-Tuning

Get started with Apple's DCLM-7B large language model and learn how to set it up, use it, and fine-tune it for specific tasks.

12 sierpnia 2024

How to Run Llama 3 Locally With Ollama and GPT4ALL

Run LLaMA 3 locally with GPT4ALL and Ollama, and integrate it into VSCode. Then, build a Q&A retrieval system using Langchain and Chroma DB.

21 marca 2025

Fine-Tuning LLMs: A Guide With Examples

Learn how fine-tuning large language models (LLMs) improves their performance in tasks like language translation, sentiment analysis, and text generation.

4 grudnia 2024

OpenAI Function Calling Tutorial

Learn how OpenAI's new Function Calling capability enables GPT models to generate structured JSON output, resolving common dev issues caused by irregular outputs.

4 grudnia 2024