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Training LLMs with QLoRA + FSDP
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
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…
Robust Speech Recognition via Large-Scale Weak Supervision
You like pytorch? You like micrograd? You love tinygrad! ❤️
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
An implementation of chunked, compressed, N-dimensional arrays for Python.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.
Specification for storing geospatial vector data (point, line, polygon) in Parquet
Convert raster and vector geospatial data to various formats and coordinate systems entirely in the browser.
A modern Python application packaging and distribution tool
Instant neural graphics primitives: lightning fast NeRF and more
Curated list of python software and packages related to scientific research in audio
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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)
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
😝 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)
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
PySAL: Python Spatial Analysis Library Meta-Package
CUDA-accelerated GIS and spatiotemporal algorithms
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
⚡ A Fast, Extensible Progress Bar for Python and CLI