deep-diver
HuggingFace Fellow, Google Developers Experts for Machine Learning and Google Cloud Platform
Electronics Telecommunications Research Institute (ETRI)South Korea
Pinned Repositories
CIFAR10-img-classification-tensorflow
image classification with CIFAR10 dataset w/ Tensorflow
Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes
https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html
llamaduo
LLM-As-Chatbot
LLM as a Chatbot Service
Machine-Learning-Yearning-Korean-Translation
Korean translation of machine learning yearning book by Andrew Ng.
ml-deployment-k8s-tfserving
This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).
mlops-hf-tf-vision-models
MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
Model-Training-as-a-CI-CD-System
Demonstration of the Model Training as a CI/CD System in Vertex AI
semantic-segmentation-ml-pipeline
Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
Soccer-Ball-Detection-YOLOv2
YOLOv2 trained against custom dataset
deep-diver's Repositories
deep-diver/LLM-As-Chatbot
LLM as a Chatbot Service
deep-diver/Machine-Learning-Yearning-Korean-Translation
Korean translation of machine learning yearning book by Andrew Ng.
deep-diver/llamaduo
deep-diver/hf-daily-paper-newsletter
Newsletter bot for 🤗 Daily Papers
deep-diver/semantic-segmentation-ml-pipeline
Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
deep-diver/PingPong
manage histories of LLM applied applications
deep-diver/Vid2Persona
This project breathes life into video characters by using AI to describe their personality and then chat with you as them.
deep-diver/auto-paper-analysis
deep-diver/gpt2-ft-pipeline
GPT2 fine-tuning pipeline with KerasNLP, TensorFlow, and TensorFlow Extended
deep-diver/janus
generate synthetic data for LLM fine-tuning in arbitrary situations within systematic way
deep-diver/TFX-WandB
deep-diver/paperqa-ui
deep-diver/hllama
hllama is a library which aims to provide a set of utility tools for large language models.
deep-diver/LLMs-Colab
deep-diver/genai-apis
deep-diver/promptengineer
deep-diver/llama-keras
deep-diver/arxiv-translator
deep-diver/codelabs.github.io
deep-diver/dstack-exp
deep-diver/generative-ai-python
The Google AI Python SDK enables developers to use Google's state-of-the-art generative AI models (like Gemini and PaLM) to build AI-powered features and applications.
deep-diver/infinity
Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of sentence-transformer models and frameworks.
deep-diver/alignment-handbook
Robust recipes to align language models with human and AI preferences
deep-diver/axolotl
Go ahead and axolotl questions
deep-diver/codelabs-hugo-theme
A hugo theme for building codelabs website.
deep-diver/dstack
dstack is an open-source toolkit for running GPU workloads on any cloud. It works seamlessly with any cloud GPU providers. Discord: https://discord.gg/u8SmfwPpMd
deep-diver/fun-with-dstack
deep-diver/sdg
deep-diver/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
deep-diver/Zero2Story