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Tutoriale LLM
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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 septembrie 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 august 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 august 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 august 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 martie 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 decembrie 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 decembrie 2024