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GPT-4 Vision: A Comprehensive Guide for Beginners
This tutorial will introduce you to everything you need to know about GPT-4 Vision, from accessing it to, going hands-on into real-world examples, and the limitations of it.
3 tháng 11, 2023
Vicuna-13B Tutorial: A Guide to Running Vicuna-13B
A complete guide to running the Vicuna-13B model through a FastAPI server.
3 tháng 11, 2023
FLAN-T5 Tutorial: Guide and Fine-Tuning
A complete guide to fine-tuning a FLAN-T5 model for a question-answering task using transformers library, and running optmized inference on a real-world scenario.
3 tháng 11, 2023
Mistral 7B Tutorial: A Step-by-Step Guide to Using and Fine-Tuning Mistral 7B
The tutorial covers accessing, quantizing, fine-tuning, merging, and saving this powerful 7.3 billion parameter open-source language model.
1 tháng 8, 2024
7 NLP Projects for All Levels
Discover seven NLP project ideas for all levels. Strengthen your portfolio, showcase your NLP skills, and impress employers with these hands-on projects.
2 tháng 11, 2023
Introduction to Falcon 40B: Architecture, Training Data, and Features
In this post, we will explore the architecture, training data, features, and how to run inference and fine-tune the Falcon 40B model.
24 tháng 10, 2023
Fine-Tuning Llama 2 on Consumer Hardware: A Complete QLoRA Tutorial
Learn how to fine-tune Llama 2 on a free Google Colab GPU using QLoRA, PEFT, and the Hugging Face ecosystem to customize open-source LLMs for your use case.
26 tháng 3, 2026
How to Fine Tune GPT 3.5: Unlocking AI's Full Potential
Explore GPT-3.5 Turbo and discover the transformative potential of fine-tuning. Learn how to customize this advanced language model for niche applications, enhance its performance, and understand the associated costs, safety, and privacy considerations.
18 tháng 10, 2023
A Beginner's Guide to The OpenAI API: Hands-On Tutorial and Best Practices
This tutorial introduces you to the OpenAI API, it's use-cases, a hands-on approach to using the API, and all the best practices to follow.
18 tháng 10, 2023
Using ChatGPT to Moderate ChatGPT Responses
Explore the nuances of AI moderation with our in-depth guide on utilizing ChatGPT for moderating responses in GPT-based applications.
4 tháng 10, 2023
CoCa: Contrastive Captioners are Image-Text Foundation Models Visually Explained
Dive deep into the Contrastive Captioner (CoCa) model, an advanced image-text foundation model in machine learning.
4 tháng 10, 2023
Weaviate Tutorial: Unlocking the Power of Vector Search
Explore the functionalities of Weaviate, an open-source, real-time vector search engine, with our comprehensive beginner's guide.
29 tháng 9, 2023