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Training LLMs with QLoRA + FSDP

Jupyter Notebook 1,438 188 Updated Nov 9, 2024

CUDA Templates for Linear Algebra Subroutines

C++ 6,048 1,046 Updated Jan 23, 2025

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

R 6,539 255 Updated Dec 10, 2024

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatio…

Python 2,108 352 Updated Jan 24, 2025

tiniest x86-64-linux emulator

C 7,058 229 Updated Oct 16, 2024

Robust Speech Recognition via Large-Scale Weak Supervision

Python 74,983 8,954 Updated Jan 4, 2025

You like pytorch? You like micrograd? You love tinygrad! ❤️

Python 27,633 3,082 Updated Jan 24, 2025

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python 9,967 1,699 Updated Jan 24, 2025

An implementation of chunked, compressed, N-dimensional arrays for Python.

Python 1,575 304 Updated Jan 22, 2025

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Python 14,508 1,660 Updated Jan 24, 2025

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

Jupyter Notebook 285 70 Updated Dec 23, 2024

Vectorized vector I/O using OGR

Python 278 25 Updated Jan 22, 2025

Parallel GeoPandas with Dask

Python 527 48 Updated Jan 19, 2025

Specification for storing geospatial vector data (point, line, polygon) in Parquet

Python 874 57 Updated Jan 15, 2025

Convert raster and vector geospatial data to various formats and coordinate systems entirely in the browser.

JavaScript 339 51 Updated Jan 18, 2025

A modern Python application packaging and distribution tool

Rust 5,607 242 Updated Dec 24, 2024

Instant neural graphics primitives: lightning fast NeRF and more

Cuda 16,219 1,950 Updated Jan 3, 2025

Curated list of python software and packages related to scientific research in audio

1,589 171 Updated Jul 14, 2023

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Python 37,096 4,602 Updated Aug 16, 2024

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Python 12,946 2,643 Updated Jan 24, 2025

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

3,007 514 Updated Oct 19, 2023

😝 TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

Python 3,879 816 Updated Jul 5, 2024

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Python 53,301 8,867 Updated Aug 14, 2024

Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer

Jupyter Notebook 897 176 Updated Jul 6, 2023

PySAL: Python Spatial Analysis Library Meta-Package

Python 1,354 304 Updated Nov 18, 2024

CUDA-accelerated GIS and spatiotemporal algorithms

Jupyter Notebook 635 157 Updated Jan 23, 2025

cuDF - GPU DataFrame Library

C++ 8,617 921 Updated Jan 24, 2025

A native Julia code for lattice QCD with dynamical fermions in 4 dimension.

Julia 148 18 Updated Jan 10, 2025

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

Python 31,049 2,867 Updated Jan 24, 2025

⚡ A Fast, Extensible Progress Bar for Python and CLI

Python 29,122 1,365 Updated Dec 20, 2024
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