jacobthebanana's repositories
vit-image-classification
Fine tune ViT for image classification. Built with JAX/Flax/HuggingFace and others.
jax-llm-benchmarking
Scripts for benchmarking LLM fine-tuning throughput.
Banana-Notes
Banana Notes written in Markdown and LaTeX
BananaImageRepository
Image Repository with AI-powered image labeling. Built with Django and Bootstrap. Batteries-included.
jax-clm-sft
Supervised Transformer Fine-Tuning (SFT) with a Causal Language Modelling (CLM) objective.
jax-pjit-examples
Leverage JAX pjit to run models that won't fit on a single accelerator.
political-pretraining
Pretrain and fine-tune language models for understanding political tweets. Built with JAX/FLAX/HuggingFace and works seamlessly across TPUs and GPUs. Unittests are included.
bert-lstm-ner
Explore the effect of zero-shot general-purpose BERT contextualization on NER. Please refer to notebooks/pipeline.ipynb for steps to reproduce our results.
chromium_os-raspberry_pi
Build your Chromium OS for Raspberry Pi 3B/3B+/4B
cocalc-docker-gpu
Docker setup for running CoCalc as downloadable software on your own computer
course-map-frontend
100% static frontend for accessing Sixian et. al's McGill Course Prerequisite Map backend at https://github.com/jacobthebanana/mcgill-course-map/tree/dockerable.
docker-openwisp
(unreleased) OpenWISP docker images
hoppscotch
👽 Open source API development ecosystem https://hoppscotch.io
jacobthebanana.github.io
Repo for jacobthebanana.github.io
McGill-AI-Stereotyper
Would the average rating of your movie (or TV-show) beat the median? This Dockerized Machine-Learning Webapp gives an educated guess based on the analysis of over 300,000 real titles.
mcgill-course-map
Discover McGill: a graph of interrelated courses at McGill. This fork adds the support for retrieving the prerequisites of a given course (plus some fancy color gradient based on the depth of each node.)
McHacks2022
Explore over 3,000 recipes by their sentiments (and of course, their ingredient lists.) A live demo is available at dltc.ml.
NeteaseCloudMusicApi
网易云音乐 Node.js API service
OpenRLHF
An Easy-to-use, Scalable and High-performance RLHF Framework (Support 70B+ full tuning & LoRA & Mixtral & KTO)
trc-sweep-tool
Scripts for launching wandb hyperparameter sweeps on preemptible GCP TPU VMs without a public ip address.
vsdownload
command line program to download hls video streams from websites, m3u8 files and urls