How to Load Large Hugging Face Models on Low-End Hardware | CoLab | HF | Karndeep Singh

Are you interested in running large language models on low-resource hardware? In this video, we'll show you how to load large language models on Colab. We'll walk you through the steps of installing and setting up the necessary libraries, and provide tips and tricks for optimizing your models for low-end machines. By the end of this video, you'll have the tools and knowledge you need to efficiently load and run large language models on low-resource hardware using Colab.

Connect with me on :

Background Music:
Music from #Uppbeat (free for Creators!):
License code: 6MIOIWVBTYJPL1Z6

#llm #huggingface #bitsandbytes

[leslieramesh]

Thanks for your upload. Great content.

[rahim_khan_iitg]

can we load an specific .bin or .safetensors file without downloading all the weight files?

[joskun]

Can you please show how you download the parameters.
I'm new to collab and huggingface.
And also where is the link of the huggingface model located that I copy to the link section of collab.
I trying to run the model from huggingface to collab yet it comes with errors so I don't know if I'm putting the right link in.
I know this may be easy for some yet I couldn't figure it out.