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Boost LLM Accuracy with Retrieval Augmented Generation (RAG) and Reranking

Discover the strengths of LLMs with effective information retrieval mechanisms. Implement a reranking approach and incorporate it into your own LLM pipeline.
Iván Palomares Carrascosa's photo

Iván Palomares Carrascosa

5 tháng 6, 2024

Cohere API Tutorial: Getting Started With Cohere Models

Cohere offers powerful large language models for various language tasks through their user-friendly Playground or API.
Moez Ali's photo

Moez Ali

30 tháng 5, 2024

Fine-Tuning Llama 3 and Using It Locally: A Step-by-Step Guide

We'll fine-tune Llama 3 on a dataset of patient-doctor conversations, creating a model tailored for medical dialogue. After merging, converting, and quantizing the model, it will be ready for private local use via the Jan application.
Abid Ali Awan's photo

Abid Ali Awan

30 tháng 5, 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.
Abid Ali Awan's photo

Abid Ali Awan

21 tháng 3, 2025

Snowflake Arctic Tutorial: Getting Started With Snowflake's LLM

Snowflake Arctic is a family of enterprise-grade language models designed to simplify the integration and deployment of AI within the Snowflake Data Cloud.
Zoumana Keita 's photo

Zoumana Keita

27 tháng 5, 2024

Gemini 1.5 Pro API Tutorial: Getting Started With Google's LLM

To connect to the Gemini 1.5 Pro API, obtain your API key from Google AI for Developers, install the necessary Python libraries, and send requests and receive responses from the Gemini 1.5 Pro model.
Natasha Al-Khatib's photo

Natasha Al-Khatib

27 tháng 5, 2024

How to Use Power BI Copilot in Microsoft Fabric

Explore how Power BI Copilot works. Learn about its features, pricing, and practical applications.
Laiba Siddiqui's photo

Laiba Siddiqui

24 tháng 5, 2024

How to Use GitHub Copilot: Use Cases and Best Practices

Explore how GitHub Copilot works with Visual Studio Code. Learn about its features, pricing, and practical applications for students and developers.
Eugenia Anello's photo

Eugenia Anello

23 tháng 5, 2024

GPT-4o API Tutorial: Getting Started with OpenAI's API

To connect through the GPT-4o API, obtain your API key from OpenAI, install the OpenAI Python library, and use it to send requests and receive responses from the GPT-4o models.
Ryan Ong's photo

Ryan Ong

9 tháng 7, 2025

Batch Normalization: Theory and TensorFlow Implementation

Batch normalization standardizes mini-batch inputs to stabilize and speed up neural network training.

Rajesh Kumar

20 tháng 5, 2024

Understanding Prompt Tuning: Enhance Your Language Models with Precision

Prompt tuning is a technique used to improve the performance of a pre-trained language model without modifying the model’s internal architecture.
Dimitri Didmanidze's photo

Dimitri Didmanidze

19 tháng 5, 2024

Vertex AI Tutorial: A Comprehensive Guide For Beginners

Master the fundamentals of setting up Vertex AI and performing machine learning workflows.
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Bex Tuychiev

17 tháng 5, 2024