Pavel Suchmann's starred repositories

unet.cu

UNet diffusion model in pure CUDA

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gpt4all

GPT4All: Chat with Local LLMs on Any Device

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run-llm-on-raspberry-pi

Instructions on how to run LLMs on Raspberry PI

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dora

Implementation of DoRA

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ml-engineering

Machine Learning Engineering Open Book

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

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jc

CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

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Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

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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).

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llama.cpp

LLM inference in C/C++

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llama2.c

Inference Llama 2 in one file of pure C

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fvst-monorepo

An example of how to set up microservices architecture on GCP

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openscad

misc openscad fiddlings

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prak

Czech phonetic alignment tool

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.emacs.d

emacs conf

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memprompt

A method to fix GPT-3 after deployment with user feedback, without re-training.

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bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

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evoNSGA-II

Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP

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DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

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TW5-Bob

A plugin that makes tiddlywiki a multi-user wiki on node

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tw5_server

Allows editing and saving of TiddlyWiki in a browser via a minimal Ruby server.

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localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

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pushpin

A collaborative corkboard app

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.github

OldComp.cz ReadMe

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raspberry-pi-1u-server

A low power 1U Raspberry Pi cluster server for inexpensive colocation.

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umbrella

Overarching documents and issue tracker for Fullstaq Ruby

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dvc

🦉 ML Experiments and Data Management with Git

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rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

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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

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