facebookresearch / dadaptationLinks
D-Adaptation for SGD, Adam and AdaGrad
☆529Updated 10 months ago
Alternatives and similar repositories for dadaptation
Users that are interested in dadaptation are comparing it to the libraries listed below
Sorting:
- optimizer & lr scheduler & loss function collections in PyTorch☆377Updated 2 weeks ago
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆500Updated 2 years ago
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model☆629Updated last year
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆489Updated 2 years ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆383Updated last year
- Code for our NeurIPS 2022 paper☆370Updated 2 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆388Updated 2 years ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,178Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 3 years ago
- ☆790Updated last month
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆184Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆979Updated last year
- A library to inspect and extract intermediate layers of PyTorch models.☆475Updated 3 years ago
- For optimization algorithm research and development.☆553Updated this week
- Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning)…☆288Updated this week
- Code release for "Dropout Reduces Underfitting"☆317Updated 2 years ago
- ☆314Updated last year
- Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"☆431Updated last year
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆404Updated this week
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆244Updated last week
- Tensors, for human consumption☆1,334Updated last month
- TensorDict is a pytorch dedicated tensor container.☆992Updated last week
- Efficient optimizers☆277Updated this week
- ☆210Updated 3 years ago
- Unofficial Implementation of Consistency Models in pytorch☆261Updated 2 years ago
- Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.☆263Updated 9 months ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,437Updated 4 months ago
- Ranger deep learning optimizer rewrite to use newest components☆339Updated last year
- maximal update parametrization (µP)☆1,638Updated last year