Pavel Suchmann's starred repositories
run-llm-on-raspberry-pi
Instructions on how to run LLMs on Raspberry PI
ml-engineering
Machine Learning Engineering Open Book
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Awesome-LLM-Compression
Awesome LLM compression research papers and tools.
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
fvst-monorepo
An example of how to set up microservices architecture on GCP
bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
evoNSGA-II
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
tw5_server
Allows editing and saving of TiddlyWiki in a browser via a minimal Ruby server.
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
raspberry-pi-1u-server
A low power 1U Raspberry Pi cluster server for inexpensive colocation.
stack-on-a-budget
A collection of services with great free tiers for developers on a budget. Sponsored by Mockoon, the best mock API tool. https://mockoon.com