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rasmus johansson's Projects

cramming icon cramming

Cramming the training of a (BERT-type) language model into limited compute.

detectron2 icon detectron2

Modifying Detectron2 for training mask-dino on custom dataset

dino_on_windows icon dino_on_windows

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO. Adapted to work on windows

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama-adapter icon llama-adapter

Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

machamp icon machamp

Repository with code for MaChAmp: https://aclanthology.org/2021.eacl-demos.22/

maskdino icon maskdino

Mask DINO branch, extended with a dockerfile for installation

mnist-with-pygad icon mnist-with-pygad

A practical example on how to optimize PyTorch models with the pygad library.

multimae icon multimae

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

pillow icon pillow

The friendly PIL fork (Python Imaging Library)

torchga icon torchga

Train PyTorch Models using the Genetic Algorithm with PyGAD

torchgeo icon torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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