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Python books free to read online or download
A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.
Minimal and clean examples of machine learning algorithms implementations
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Modeling, training, eval, and inference code for OLMo
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
General technology for enabling AI capabilities w/ LLMs and MLLMs
Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""
Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data
(Phased out) My textbook for teaching Machine Learning
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
Mimesis is a fast Python library for generating fake data in multiple languages.
Synthetic data generators for tabular and time-series data
code for Data Science From Scratch book
A curated list of awesome computer vision resources