AviSoori1x

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

seemore

From scratch implementation of a vision language model in pure PyTorch

Tuning-the-Finetuning

Tuning the Finetuning: An exploration of achieving success with QLoRA

BrickPilot

Build your own AI Coding Assistant with Databricks using Visual Studio Code and GitHub Copilot

multimodal_LLMs

Finetuning BLIP-2/ Flan-T5-xl for caption generation PEFT-LoRA

dbtunnel

Proxy solution to run elegant Web UIs or interact with LLMs natively inside databricks notebooks.

Forametrics

Some early code from Fora: Conversational Analytics Platform

AnimateDiff

Official implementation of AnimateDiff.

AviSoori1x.github.io

Exploring Intelligent Machines

BERT-to-RAG

Large Language Models: Going back from OSS SoTA to the roots and back

databricksrecipeai

React frontend test for recipe app

EasyNMT

Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

flutter_training

main.dart files of numerous basic flutter examples

food_app_images

food_recipe_images

fsdp_qlora

Training LLMs with QLoRA + FSDP

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

mlflow-rpc

onnx-donut

Export Donut model to onnx and run it with onnxruntime

randomfun

Notebooks and various random fun

regex-generator

Generate regular expressions from sample texts.

Sentiment_Analysis

Basic sentiment analysis using rule based (Vader) and machine learning based (Naive Bayes, LSTM) methods

sqleyes

A CLI in Python that analyzes raw SQL queries for common anti-patterns

sqlvis

Python package to visualise SQL queries as graphs

Table-Pretraining

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

text2sql-data

A collection of datasets that pair questions with SQL queries.

Empowering-Generative-AI-with-Databricks-and-AMD

Empowering Generative AI with Databricks and AMD

llm-batch-inference

mistral-finetune

Avi's dev fork of mistral-finetune

surya

OCR, layout analysis, reading order, line detection in 90+ languages