abhaskumarsinha

MinimalGPT

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

Nirvana

"Dispel the ignorance of the illusionary world; transcend the game engine!": presenting a Game Engine written on Python, extending support across multiple GPU devices with 3D rendering, PBR Renderer and much more!

Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

GRU-varients

An implementation of classical GRU (Cho, el at. 2014) along with Optimized versions (Dey, Rahul. 2017) on TensorFlow that outperforms Native tf.keras.layers.GRU(units) implementation of Keras.

Keras-implementation-of-Transformer-Architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

DC-GAN

A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.

Keras-Blenderbot

A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.

Seq2Seq-Bahdanau-Attention-based-Encoder-Decoder-Language-Translator

A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.

abhaskumarsinha

Classic-Image-GAN

A classic GAN that generates Images: A study on problems like Mode Collapse.

temp

Twitter-Profile-Scraper

Used to extract all the data from twitter and print it to the Jupyter Notebook

1D-GAN

A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook

2D-Continuous-skip-gram-model

A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.

Alignment-framework-using-Keras-to-Align-GAN-Models-using-RLHF

RLHF – Reinforcement Learning from Human Preferences. Models are fine tuned using RL from human feedback. This repository completes the implementation of ChatGPT from Transformer.

abhaskumarsinha.github.io

Explore Abhas Kumar Sinha's journey in Machine Learning Engineering through projects and insights on NLP, Computer Vision, and AI methodologies.

blogs

Blogs and BS about my stuff.

CL_Atom_Swapping

ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping

indicnlp_catalog_IndicPretrained-80M

A collaborative catalog of NLP resources for Indic languages

open-source-contribution

A repo to contribute in open source via README only. A dream repo for open source beginner

Scaling-Down-Transformers-Investigating-Emergent-Phenomena-in-Tiny-Models