Pinned Repositories
AnimateDiff
Official implementation of AnimateDiff.
BrickPilot
Build your own AI Coding Assistant with Databricks using Visual Studio Code and GitHub Copilot
dbtunnel
Proxy solution to run elegant Web UIs or interact with LLMs natively inside databricks notebooks.
Efficient_Multimodality
Demonstrating Pixtral 12B - Where reasoning meets multimodality in a small package
Explainable-ML-Application
Interactive Explainable Machine Learning with SAS Viya, Streamlit and Docker
Forametrics
Some early code from Fora: Conversational Analytics Platform
makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
multimodal_LLMs
Finetuning BLIP-2/ Flan-T5-xl for caption generation PEFT-LoRA
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
AviSoori1x's Repositories
AviSoori1x/makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
AviSoori1x/seemore
From scratch implementation of a vision language model in pure PyTorch
AviSoori1x/Tuning-the-Finetuning
Tuning the Finetuning: An exploration of achieving success with QLoRA
AviSoori1x/BrickPilot
Build your own AI Coding Assistant with Databricks using Visual Studio Code and GitHub Copilot
AviSoori1x/multimodal_LLMs
Finetuning BLIP-2/ Flan-T5-xl for caption generation PEFT-LoRA
AviSoori1x/dbtunnel
Proxy solution to run elegant Web UIs or interact with LLMs natively inside databricks notebooks.
AviSoori1x/Efficient_Multimodality
Demonstrating Pixtral 12B - Where reasoning meets multimodality in a small package
AviSoori1x/Forametrics
Some early code from Fora: Conversational Analytics Platform
AviSoori1x/AnimateDiff
Official implementation of AnimateDiff.
AviSoori1x/AviSoori1x.github.io
Exploring Intelligent Machines
AviSoori1x/BERT-to-RAG
Large Language Models: Going back from OSS SoTA to the roots and back
AviSoori1x/databricksrecipeai
React frontend test for recipe app
AviSoori1x/EasyNMT
Easy to use, state-of-the-art Neural Machine Translation for 100+ languages
AviSoori1x/food_app_images
AviSoori1x/food_recipe_images
AviSoori1x/fsdp_qlora
Training LLMs with QLoRA + FSDP
AviSoori1x/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
AviSoori1x/mlflow-rpc
AviSoori1x/onnx-donut
Export Donut model to onnx and run it with onnxruntime
AviSoori1x/randomfun
Notebooks and various random fun
AviSoori1x/regex-generator
Generate regular expressions from sample texts.
AviSoori1x/Sentiment_Analysis
Basic sentiment analysis using rule based (Vader) and machine learning based (Naive Bayes, LSTM) methods
AviSoori1x/sqlvis
Python package to visualise SQL queries as graphs
AviSoori1x/Table-Pretraining
ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor
AviSoori1x/text2sql-data
A collection of datasets that pair questions with SQL queries.
AviSoori1x/Empowering-Generative-AI-with-Databricks-and-AMD
Empowering Generative AI with Databricks and AMD
AviSoori1x/llm-batch-inference
AviSoori1x/mistral-finetune
Avi's dev fork of mistral-finetune
AviSoori1x/mistral_onnxruntime-genai
Generative AI extensions for onnxruntime
AviSoori1x/surya
OCR, layout analysis, reading order, line detection in 90+ languages