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Lambda-Cloud

Helpers and such for working with Lambda Cloud.

Setup process for a new instance:

May eventually have different setup processes depending on the use-case, but for now: Either copy over the llm-setup.sh file or:

$ nano llm-setup.sh

#!/bin/bash
sudo pip3 install --upgrade torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
sudo pip3 install --upgrade huggingface-hub
sudo pip3 install --upgrade transformers einops accelerate
sudo pip3 install xformers
sudo pip3 install --upgrade bitsandbytes
sudo pip3 install flask
sudo pip3 install python-dotenv
export LD_LIBRARY_PATH=/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH

$ chmod +x setup.sh

$./setup.sh

.env file

You may not need everything included in the example.

  1. LAMBDA_KEY is your Lambda cloud API key, which allows you to spin up, check, terminate...etc instances.
  2. LAMBDA_SSH_KEY_NAME is the name of your ssh key file on Lambda cloud, so the API knows which key to associate with an instance you spin up.
  3. HF_AUTH is used for any LLM that you may wish to DL/use on Lambda that requires authorization to use.

lambda_api_helpers.py

Fairly dirty, but gets the job done of some of the tasks I've wanted to do so far.