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Tutoriale LLM

Rămâneți la curent cu cele mai noi noutăți, tehnici și resurse pentru modelele mari de limbaj. Tutorialele noastre sunt pline de ghiduri practice pas cu pas și cazuri de utilizare care vă ajută să vă perfecționați.
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How to Build User Interfaces For AI Applications Using Streamlit And LangChain

Learn to build AI chatbots with Streamlit, LangChain, and Neo4j. This tutorial covers creating UIs for LLM apps, implementing RAG, and deploying to Streamlit Cloud.

Bex Tuychiev

15 octombrie 2024

Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset

Discover Microsoft's new LLM series and boost your model's accuracy from 65% to 86% by fine-tuning it on the E-commerce classification dataset.
Abid Ali Awan's photo

Abid Ali Awan

10 octombrie 2024

Speculative RAG Implementation With Transformers

Learn Speculative RAG, a technique that improves RAG through a two-step drafting and verification process, and apply your skills with a hands-on implementation using Hugging Face Transformers.
Bhavishya Pandit's photo

Bhavishya Pandit

10 octombrie 2024

Unsloth Guide: Optimize and Speed Up LLM Fine-Tuning

Fine-tuning the Llama 3.1 model to solve specialized algebra problems with high accuracy and detailed results using Unsloth.
Abid Ali Awan's photo

Abid Ali Awan

9 octombrie 2024

GPT-4o Vision Fine-Tuning: A Guide With Examples

Learn how to fine-tune GPT-4o with images by following this step-by-step tutorial, where you’ll discover how to improve GPT-4o’s ability to recognize Georgian churches.
Dimitri Didmanidze's photo

Dimitri Didmanidze

9 octombrie 2024

Llama 3.2 and Gradio Tutorial: Build a Multimodal Web App

Learn how to use the Llama 3.2 11B vision model with Gradio to create a multimodal web app that functions as a customer support assistant.
Aashi Dutt's photo

Aashi Dutt

9 octombrie 2024

OpenAI Model Distillation: A Guide With Examples

Learn how to distill LLMs with OpenAI's distillation tool. This tutorial provides a step-by-step guide using GPT-4o and GPT-4o-mini for generating Git commands.
Hesam Sheikh Hassani's photo

Hesam Sheikh Hassani

8 octombrie 2024

Llama Stack: A Guide With Practical Examples

Llama Stack is a set of standardized tools and APIs developed by Meta that simplifies the process of building and deploying large language model applications.
Hesam Sheikh Hassani's photo

Hesam Sheikh Hassani

3 octombrie 2024

Fine-tuning GPT-4o Mini: A Step-by-Step Guide

Customize the GPT-4o Mini model to classify posts from Reddit into "stressful" and "non-stressful" labels.
Abid Ali Awan's photo

Abid Ali Awan

2 octombrie 2024

Fine-tuning Llama 3.2 and Using It Locally: A Step-by-Step Guide

Learn how to access Llama 3.2 lightweight and vision models on Kaggle, fine-tune the model on a custom dataset using free GPUs, merge and export the model to the Hugging Face Hub, and convert the fine-tuned model to GGUF format so it can be used locally with the Jan application.
Abid Ali Awan's photo

Abid Ali Awan

29 septembrie 2024

Pixtral 12B: A Guide With Practical Examples

Learn how to use Mistral’s Pixtral 12B interactively via Le Chat or programmatically through the API available on La Plateforme.
François Aubry's photo

François Aubry

26 septembrie 2024