lucidrains / lion-pytorch
π¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
β2,041Updated 5 months ago
Related projects β
Alternatives and complementary repositories for lion-pytorch
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.β2,339Updated 2 months ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Modelsβ760Updated 4 months ago
- Foundation Architecture for (M)LLMsβ3,034Updated 7 months ago
- Vector (and Scalar) Quantization, in Pytorchβ2,639Updated last week
- maximal update parametrization (Β΅P)β1,402Updated 4 months ago
- Machine learning metrics for distributed, scalable PyTorch applications.β2,137Updated this week
- A concise but complete full-attention transformer with a set of promising experimental features from various papersβ4,793Updated this week
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.β1,474Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.β2,328Updated last month
- Implementation of 𦩠Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorchβ1,215Updated 2 years ago
- Schedule-Free Optimization in PyTorchβ1,898Updated 2 weeks ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)β2,867Updated 5 months ago
- EVA Series: Visual Representation Fantasies from BAAIβ2,307Updated 3 months ago
- Hiera: A fast, powerful, and simple hierarchical vision transformer.β896Updated 8 months ago
- Tensors, for human consumptionβ1,113Updated 3 weeks ago
- Structured state space sequence modelsβ2,470Updated 4 months ago
- Code release for ConvNeXt V2 modelβ1,529Updated 3 months ago
- Cramming the training of a (BERT-type) language model into limited compute.β1,296Updated 5 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.β3,261Updated 8 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightningβ1,437Updated this week
- Transformer based on a variant of attention that is linear complexity in respect to sequence lengthβ698Updated 6 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)β1,770Updated 9 months ago
- Pytorch library for fast transformer implementationsβ1,643Updated last year
- The official implementation of βSophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-trainingββ939Updated 9 months ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorchβ571Updated last week
- Scenic: A Jax Library for Computer Vision Research and Beyondβ3,334Updated last month
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch modelβ517Updated last month
- β751Updated this week
- A method to increase the speed and lower the memory footprint of existing vision transformers.β970Updated 5 months ago
- A concise but complete implementation of CLIP with various experimental improvements from recent papersβ693Updated last year