sathishkumar67

Adam-mini

Implementation and Experimentation of Adam-mini Optimizer

build-nanogpt

Implementation of GPT2

ChebyKAN

Implemetation of Kolmogorov Arnold Networks using Cheby Polynomials

GPT-2-IMDB-Sentiment-Fine-Tuning-with-PPO

Implemented the Proximal Policy Optimization (PPO) algorithm to fine-tune a large language model for generating consistently positive reviews

SD-1.5

ChebyKAN-GPT

Implementation of GPT2 using ChebyKAN

Embeddings

studying and experimenting embeddings

flux

Implementation of flux model

FunMatch-Distillation

Model Compression using distillation

GPT-2-Non-Toxic-RLHF

Aligning GPT2 model to generate Non-Toxic words

GPT2-Pretraining_Finewebedu10B

Pretraining the 124m GPT2 model

image-segmentation

Implementation of image segmentation for shoe dataset

Knowledge-Distillation-Implementation

Model Compression using Knowledge Distillation

Layers

Implementation of Various Layers

Lightning

Contains the tools for using Lightning

llama-3

Implementation of LLaMA3

llama-python

Implementation of Llama model for programming language(python)

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Optimizer-Comparision

Testing out Schedule vs Schedule Free Optimizer

PaliGemma

Implementation of PaliGemma

Research-Papers

ML and AI related research papers

sathishkumar67

Config files for my GitHub profile.

ScheduleFreeOptimizer

Implementation of ScheduleFreeOptimizer

segment_anything

Implementation of segment anything model

segment_anything_2

Implementation of segment anything 2 model

sentence_vae

Implementation of sentence vae

SentenceVAE

Implementation of Sentence Variational AutoEncoder

Simpo

Implementation of Simple Preference Optimization

SpaceByte

A byte-level decoder architecture

Vision-Transformers

Implementing and Testing Different Vision Transformers