georgian-io/genai-bootcamp

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georgian-io/genai-bootcamp

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Georgian GenAI 2023 Bootcamps Codebase

LLM-Finetuning-Hub

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

Multimodal-Toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

Knowledge-Distillation-Toolkit

A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

pyoats

Quick and Easy Time Series Outlier Detection

Transformers-Domain-Adaptation

Adapt Transformer-based language models to new text domains

Jupyter Notebook

hydra

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

automl_benchmark

Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and libraries.

foreshadow

An automatic machine learning system

GAL

Georgian AI Library (GAL) is a repository that contains research notes on Georgian applied research areas.

Jupyter Notebook

newscrawl

Jupyter Notebook

Diffbot-Graph-Learning

Heterogenous Graph Representation learning on Diffbot's Knowledge Graph. Includes asynchronous BFS traversal on Diffbot's Knowledge Graph, Diffbot's enhance API to build custom graph dataset and models to run on these graphs.

dp-roundtable

Jupyter Notebook

annotation_tool

azure-ml-demo

Jupyter Notebook

gpt-neo-sagemaker

Using sagemaker to train and serve gpt-neo models from HuggingFace

Jupyter Notebook