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Nishant Bhansali's Projects

detr icon detr

End-to-End Object Detection with Transformers

eva7-_assignemnt-2.5 icon eva7-_assignemnt-2.5

A neural network that can take two inputs - an image from the MNSIT dataset and a random number(between 0 and 9) and gives two outputs - digit on the image and the sum of the two numbers

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gitignore icon gitignore

A collection of useful .gitignore templates

ivy icon ivy

The Unified Machine Learning Framework

lightning icon lightning

The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch) and ML systems for the ML lifecycle with an obsessive focus on flexibility and performance.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

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 icon llama

Inference code for LLaMA models

maniqa icon maniqa

[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment

mnist-drilldown-backpropagation icon mnist-drilldown-backpropagation

Write a custom model architecture with less than 20k parameters which is able to get a validation accuracy of 99.4% with no more than 20 epochs on the MNIST Dataset

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