Ludwig Stumpp LudwigStumpp
-
appliedAI Initiative GmbH
- Heilbronn
- https://ludwigstumpp.com
- @ludwig_stumpp
- in/ludwigstumpp
- https://huggingface.co/ludwigstumpp
- https://mlstarterkit.com/
Lists (16)
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π Applications
πΈ Computer Vision
π Dataset + Exploration
βοΈ DevOps & MLOps
π Hosting
JAX
π Learning
π€ LLMs
π© Low Level ML
π Low Level Python
π§ ML Framework
π¬ Natural Language Processing
π² Others
π€ Reinforcement Learning & Sims
ποΈ Responsible AI
π¨ Visualization & Drawing
Stars
An elegant HTTP Cache implementation for HTTPX and HTTP Core.
Convert PDF to HTML without losing text or format.
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
ripgrep recursively searches directories for a regex pattern while respecting your gitignore
A simple, fast and user-friendly alternative to 'find'
Build Conversational AI in minutes β‘οΈ
π A list of open LLMs available for commercial use.
Run, build, test transformer models using docker
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Instruct-tune LLaMA on consumer hardware
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Finetuning InstructLLaMA with portuguese data
FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry
π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
A tool for refurbishing and modernizing Python codebases
Automatic extraction of relevant features from time series:
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
makes sending emails very easy by doing all the magic for you, asynchronously
LlamaIndex is the leading framework for building LLM-powered agents over your data.
π¦π Build context-aware reasoning applications
This repository contains demos I made with the Transformers library by HuggingFace.
Compilation of high-profile real-world examples of failed machine learning projects
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Robust Speech Recognition via Large-Scale Weak Supervision
TensorFlow/Keras port of Stable Diffusion
Stable Diffusion in TensorFlow / Keras
This tool is used to install `pyenv` and friends.