Today I'm going to show you how to access some of the best models that exist. Completely for free and locally on your own computer. We're going to be doing that in just a few simple lines of code, using Hugging Face and LangChain.

👉 Check out PyCharm, the Python IDE for data and web professionals: https://jb.gg/Check-PyCharm 
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🎞 Video Resources 🎞
Code In This Video: https://github.com/techwithtim/Langchain-Transformers-Python/tree/main
HuggingFace Models Directory: https://huggingface.co/models
Download CUDA Toolkit: https://developer.nvidia.com/cuda-downloads
Command for Enabling GPU below: 
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu128

⏳ Timestamps ⏳
00:00 | Overview
00:25 | HuggingFace & LangChain Explained
02:03 | Environment Setup
03:07 | Virtual Environment & Dependencies
06:02 | Adding Your HuggingFace Token
07:30 | Using a Simple Transformer Model
10:35 | Running on GPU
14:00 | Selecting Different Models
16:54 | Example 1 - Text Generation
19:55 | Example 2 - Text Question & Answer

Hashtags
#HuggingFace #LangChain #AIModels

TechWithTim, founded by Tim Ruscica, is a popular YouTube channel and blog offering tutorials, guides, and projects on programming, game development, and machine learning. With a friendly and approachable teaching style, Tim covers a wide range of topics, including Python programming, game development with Pygame, and machine learning algorithms with TensorFlow and Keras. Developers of all skill levels can benefit from TechWithTim's engaging content and hands-on coding projects, making it an in resource for learning and honing technical skills.

Tech With Tim

Learn how to access and run free AI models locally on your computer using Hugging Face and Langchain. This guide walks you through setting up your environment, creating a virtual environment, configuring your IDE, and using the Transformers library to download and run machine learning models. Additionally, instructions are provided to utilize your GPU for faster processing and integrate multiple models using Langchain to build advanced applications.

Hugging Face + Langchain | Run FREE AI Models Locally