dastergon

Pavlos Ratis's starred repositories

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Language:Jupyter NotebookMIT44185 393 81

awesome-rust

A curated list of Rust code and resources.

Language:RustCC0-1.043559 802 135

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Language:PythonApache-2.036730 422 1643

ollama

Get up and running with Llama 2, Mistral, and other large language models locally.

Language:GoMIT32412 226 1238

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.028273 323 5180

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

Language:Jupyter NotebookCC-BY-4.026233 344 1266

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Language:PythonApache-2.022817 156 3547

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Language:PythonMIT18313 145 255

atuin

✨ Magical shell history

Language:RustMIT18098 55 701

mlflow

Open source platform for the machine learning lifecycle

Language:PythonApache-2.017456 289 3616

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Language:Jupyter NotebookNOASSERTION16940 204 39

mlx

MLX: An array framework for Apple silicon

Language:C++MIT14882 135 420

dalle-mini

DALL·E Mini - Generate images from a text prompt

Language:PythonApache-2.014663 111 155

triton

Development repository for the Triton language and compiler

Language:C++MIT11235 179 1192

rust-by-practice

Learning Rust By Practice, narrowing the gap between beginner and skilled-dev through challenging examples, exercises and projects.

Language:RustCC-BY-4.011215 69 181

ggml

Tensor library for machine learning

Language:CMIT9943 120 367

prompt-engineering

Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

MIT8048 85 3

flax

Flax is a neural network library for JAX that is designed for flexibility.

Language:PythonApache-2.05591 84 832

udlbook

Understanding Deep Learning - Simon J.D. Prince

Language:Jupyter NotebookNOASSERTION4880 80 158

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

Language:PythonApache-2.03894 38 112

llm-foundry

LLM training code for Databricks foundation models

Language:PythonApache-2.03754 45 356

trippy

A network diagnostic tool

Language:RustApache-2.03073 14 235

kwok

Kubernetes WithOut Kubelet - Simulates thousands of Nodes and Clusters.

Language:GoApache-2.02324 18 195

beam

A simple message board for your organization or project

Language:TypeScriptMIT2029 17 23

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Language:PythonApache-2.01990 47 198

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

1880 38 7

axlearn

An Extensible Deep Learning Library

Language:PythonApache-2.0928 49 6

what_are_embeddings

A deep dive into embeddings starting from fundamentals

Language:Jupyter Notebook868 9 13

xmanager

A platform for managing machine learning experiments

Language:PythonApache-2.0797 29 32

PyRCA

PyRCA: A Python Machine Learning Library for Root Cause Analysis

Language:PythonBSD-3-Clause387 17 17