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💡 Machine Learning
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Code for the paper "Language Models are Unsupervised Multitask Learners"
TensorFlow-based neural network library
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
functorch is JAX-like composable function transforms for PyTorch.
Flax is a neural network library for JAX that is designed for flexibility.
DALL·E Mini - Generate images from a text prompt
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
A framework for automatic differentiation in Kotlin
End-to-End Object Detection with Transformers
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Unsupervised text tokenizer for Neural Network-based text generation.
A demonstration of source code transformation to implement automatic differentiation, compatible with an operation overload style AD library DiffKt.
High-Resolution Image Synthesis with Latent Diffusion Models
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
A unified 3D Transformer Pipeline for visual synthesis
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
A library for differentiable nonlinear optimization
Port of OpenAI's Whisper model in C/C++
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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)
Fork of Facebooks LLaMa model to run on CPU
[Unmaintained, see README] An ecosystem of Rust libraries for working with large language models
Locally run an Instruction-Tuned Chat-Style LLM
Instruct-tune LLaMA on consumer hardware