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Ryan Witzman's Projects

easyocr icon easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

mamba-minimal icon mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

optimized-llm icon optimized-llm

This is a try to create the most optimized llm architecture

pdf-document-layout-analysis icon pdf-document-layout-analysis

A Docker-powered service for PDF document layout analysis. This service provides a powerful and flexible PDF analysis service. The service allows for the segmentation and classification of different parts of PDF pages, identifying the elements such as texts, titles, pictures, tables and so on.

pdf-table-of-contents-extractor icon pdf-table-of-contents-extractor

This project aims to extract Table of Contents (TOC) information from PDF files using the outputs generated by the pdf-document-layout-analysis service. By leveraging the segmentation and classification capabilities of the underlying analysis tool, this project automates the process of identifying and structuring the document's TOC.

scalecrafter-lcm icon scalecrafter-lcm

Official implementation of ScaleCrafter for higher-resolution visual generation at inference time.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unsloth icon unsloth

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

vllm icon vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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