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jacobthebanana's Projects

bananaimagerepository icon bananaimagerepository

Image Repository with AI-powered image labeling. Built with Django and Bootstrap. Batteries-included.

bert-lstm-ner icon 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.

cocalc-docker-gpu icon cocalc-docker-gpu

Docker setup for running CoCalc as downloadable software on your own computer

course-map-frontend icon 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.

hoppscotch icon hoppscotch

πŸ‘½ Open source API development ecosystem https://hoppscotch.io

jax-clm-sft icon jax-clm-sft

Supervised Transformer Fine-Tuning (SFT) with a Causal Language Modelling (CLM) objective.

mcgill-ai-stereotyper icon 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 icon 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 icon mchacks2022

Explore over 3,000 recipes by their sentiments (and of course, their ingredient lists.) A live demo is available at dltc.ml.

openrlhf icon openrlhf

An Easy-to-use, Scalable and High-performance RLHF Framework (Support 70B+ full tuning & LoRA & Mixtral & KTO)

political-pretraining icon 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.

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