lucidrains / lion-pytorchLinks
π¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
β2,145Updated 7 months ago
Alternatives and similar repositories for lion-pytorch
Users that are interested in lion-pytorch are comparing it to the libraries listed below
Sorting:
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Modelsβ795Updated last month
- maximal update parametrization (Β΅P)β1,554Updated 11 months ago
- Schedule-Free Optimization in PyTorchβ2,189Updated last month
- Foundation Architecture for (M)LLMsβ3,089Updated last year
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorchβ707Updated this week
- Machine learning metrics for distributed, scalable PyTorch applications.β2,308Updated this week
- D-Adaptation for SGD, Adam and AdaGradβ523Updated 5 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)β1,897Updated last year
- The official implementation of βSophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-trainingββ962Updated last year
- torchview: visualize pytorch modelsβ960Updated last month
- β780Updated last month
- Tensors, for human consumptionβ1,263Updated 2 weeks ago
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.β2,988Updated last month
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch modelβ594Updated 7 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.β2,693Updated 3 weeks ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022β1,128Updated last year
- Implementation of ConvMixer for "Patches Are All You Need? π€·"β1,074Updated 2 years ago
- Cramming the training of a (BERT-type) language model into limited compute.β1,338Updated last year
- Structured state space sequence modelsβ2,678Updated 11 months ago
- Code release for ConvNeXt V2 modelβ1,786Updated 10 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)β2,941Updated last year
- A concise but complete full-attention transformer with a set of promising experimental features from various papersβ5,441Updated last week
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.β1,823Updated last month
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"β1,191Updated last year
- Transformer based on a variant of attention that is linear complexity in respect to sequence lengthβ784Updated last year
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.β1,619Updated last week
- Hiera: A fast, powerful, and simple hierarchical vision transformer.β999Updated last year
- PyTorch extensions for high performance and large scale training.β3,337Updated 2 months ago
- A method to increase the speed and lower the memory footprint of existing vision transformers.β1,071Updated last year
- Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)β917Updated last year