- Python version 3.11 or above
- Node.js version 16 or above (for Pyright)
See here for background on venv.
We recommend adding this to your ~/.bashrc file:
export PIP_REQUIRE_VIRTUALENV=1
alias vn='python3 -m venv .venv'
alias va='source .venv/bin/activate'
alias vd='deactivate'
Install required packages:
$ pip install -r requirements.txt
Add a new package (using numpy as an example):
$ echo numpy >> requirements.in && sort -u -o requirements.in requirements.in
$ pip install -r requirements.in
$ pip freeze > requirements.txt
Launch an instance on https://lambdalabs.com/ and connect to it using SSH.
Install Python 3.11, create venv, and clone repo:
$ sudo apt update
$ sudo apt install python3.11 python3.11-dev python3.11-venv
$ python3.11 -m venv .venv
$ git clone https://github.com/asadovsky/nn.git
Download a run:
$ scp -r -i ~/.ssh/id_ed25519 user@ip-address:~/nn/.runs/run-id .
- https://github.com/karpathy/build-nanogpt
- https://github.com/karpathy/nanoGPT
- https://github.com/karpathy/llm.c
- https://github.com/karpathy/minGPT
- https://github.com/karpathy/makemore
- https://www.csie.ntu.edu.tw/~yvchen/doc/IS16_MultiJoint.pdf
- https://arxiv.org/pdf/1611.01436.pdf
- https://aclweb.org/anthology/P17-1044/
- https://aclweb.org/anthology/N18-2050/
- https://aclweb.org/anthology/P18-2058/
- https://arxiv.org/pdf/1805.01052.pdf
- https://arxiv.org/pdf/1810.02245.pdf
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