google-deepmind / dksLinks
Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.
☆75Updated 7 months ago
Alternatives and similar repositories for dks
Users that are interested in dks are comparing it to the libraries listed below
Sorting:
- Meta-learning inductive biases in the form of useful conserved quantities.☆39Updated 3 years ago
- ☆60Updated 3 years ago
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆61Updated 3 years ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆190Updated 3 weeks ago
- Latent Diffusion Language Models☆70Updated 2 years ago
- Neural Networks for JAX☆84Updated last year
- ☆62Updated last year
- ☆120Updated last week
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated last year
- ☆31Updated 2 weeks ago
- Jax like function transformation engine but micro, microjax☆34Updated last year
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆46Updated last year
- Experiment of using Tangent to autodiff triton☆82Updated 2 years ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆62Updated 4 years ago
- DiCE: The Infinitely Differentiable Monte-Carlo Estimator☆32Updated 2 years ago
- ☆16Updated 3 months ago
- ☆63Updated 3 years ago
- ☆29Updated last year
- Automatically take good care of your preemptible TPUs☆37Updated 2 years ago
- The Energy Transformer block, in JAX☆63Updated 2 years ago
- Open source code for EigenGame.☆34Updated 2 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- HomebrewNLP in JAX flavour for maintable TPU-Training☆51Updated 2 years ago
- ☆195Updated 3 weeks ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆92Updated 2 years ago
- RWKV model implementation☆37Updated 2 years ago
- Code for minimum-entropy coupling.☆32Updated last month
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆32Updated last year
- Image augmentation library for Jax☆41Updated last year
- LoRA for arbitrary JAX models and functions☆144Updated last year