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ai-art

VQGAN+CLIP

clip

Contrastive Language-Image Pretraining

clip-image-classification

Image Classification Script with OpenAI's CLIP. Classifies an Image into Emojis, Imagenet Classes, Pokemon, or any provided class names w/o any training needed.

clip-onnx

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

clip-training

Code to train CLIP model

clipit

VQGAN+CLIP with some additional tuning. For notebooks and the command line.

codenames3

dialogpt

Russian DialoGPT

digiteller

dont-foget-app

fastapi-celery-flower-rabbitmq-redis

FastAPI integrated with Celery, RabbitMQ, and Redis 😎⚡️

fastapi-examle

A simple FastAPI application to test ci/cd tools

fastapi_production_template

FastAPI Project Example with Docker, Postgres & Redis

get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

hochiminh

Ho Chi Minh is designed to extract textual information from tables presented in PDF, pictures or other format. Хошимин предназначен для извлечения текстовой информации из таблиц, представленных в PDF, картинках или ином формате.

imagen-pytorch

lambda-pytorch

largelanguagemodelsprojects

Large Language Model Projects

like-vpn-heroku-srv

Personal vpn using v2ray and shadowsocks hosted on heroku

llama2-medical-chatbot

This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

llm-fine-tuning

main_server

medical-rag-using-meditron-7b-llm

Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.

memes_service

ml_tricks_and_hacks

Куски кода и приемы, которые часто переиспользую

mobilenetv2_tl

mongodb_client

natural-language-image-search

Search photos on Unsplash using natural language

partdetect

site