Avinash Sooriyarachchi's repositories
Finetuning-Guide
Code for finetuning openllama models on instruction following datasets with QLoRA
LLM_based_Recommender
A simple recommendation system using an instruction following Large language model and retrieval augmented generation
text-to-insights
A repo that shows end-to-end instructions for using large language models, vector databases and resource efficient fine-tuning techniques to go from text to sql to insights
Databricks_image_recommender
The repository associated with the blog titled "Building a Similarity Based Image Recommender for Retail"
CLIP_image_search_v2
Image search using CLIP
cv_nlp_workshop
CV and NLP Workshop
DAIS23_Monetizing_Data_Assets
Repo with code from the talk titled Monetizing Data Assets: Sharing Data, Models and Features from DAIS 23
Databricks-AutoML-SQL-Streaming-ML-on-the-Lakehouse-
Code for the blog titled Databricks AutoML + SQL = Streaming ML on the Lakehouse!
databricks_ml_e2e
A few notebooks that show the machine learning life cycle in Databricks
databricksrecipeai_2
React frontend test for recipe app
Delta_Workflows_Workshop
Delta and Databricks Workflows workshop
e2e_ml_demo
demo repo for dsml at Databricks
llm_for_recsys
Instruction-following Large Language Models for recommendation systems
ML_Intro_Workshop
Introductory Workshop on ML on Databricks
ML_Workshop_Assets
This repository contains assets to follow a 2.5 hour ML Workshop
mlflow101
A no-nonsense demo of MLflow on Databricks
NRF-Product-Search
NRF Product Search
Retail_Multi-Modal_Food_Recipe_Finder
Deep learning based food recipe finder leveraging Mlflow, Databricks serving v2, Sentence-Transformers and a multi-modal CLIP-ViT Transformer Model
stanford_alpaca-replit
Modified Stanford-Alpaca Trainer for Training Replit's Code Model
Structured_RAG_text2sql
structured RAG on databricks
Visual-LLaMA
Open LLaMA Eyes to See the World