HuggingFace + Langchain | Run 1,000s of FREE AI Models Locally
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 IDE designed with data and ML professionals in mind: https://jb.gg/check_out_pycharm
👉 Free 3-Month Personal Subscription for PyCharm with “PyCharm2Tim”: https://jb.gg/redeem_code
🎞 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