Helper scripts and examples for exploring the Falcon LLM models

Overview of the model and use-cases: https://www.youtube.com/watch?v=-IV1NTGy6Mg

Files:

• api_server.py - Run locally or in cloud. Should fully set up a proper web server if you intend to host on a public IP, this is using the basic flask demo web server.
• api_client.py - Make requests to the server. Makes R&D a lot easier if you can load and access the model separately, even if everything is on the same machine, so you're not re-loading the model every single time you make a change to your script. You can also use a notebook, but, depending on the complexity of your project, this might not be good enough.
• Falcon-40B-demo.ipynb - a short notebook example of loading Falcon 40B with options for various datatypes (4, 8, and 16bit).
• setup.sh - a quick shell script for setup of requirements that I used for Lambda H100 machines. (chmod +x setup.sh & ./setup.sh