microsoft / mupLinks
maximal update parametrization (µP)
☆1,611Updated last year
Alternatives and similar repositories for mup
Users that are interested in mup are comparing it to the libraries listed below
Sorting:
- Cramming the training of a (BERT-type) language model into limited compute.☆1,348Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆976Updated last year
- ☆785Updated last month
- Long Range Arena for Benchmarking Efficient Transformers☆765Updated last year
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 2 months ago
- Convolutions for Sequence Modeling☆899Updated last year
- Tensors, for human consumption☆1,316Updated 2 weeks ago
- PyTorch extensions for high performance and large scale training.☆3,380Updated 5 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,586Updated last year
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,166Updated 10 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆873Updated last year
- Library for 8-bit optimizers and quantization routines.☆779Updated 3 years ago
- Implementation of https://srush.github.io/annotated-s4☆504Updated 4 months ago
- TensorDict is a pytorch dedicated tensor container.☆972Updated this week
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,005Updated last year
- ML Collections is a library of Python Collections designed for ML use cases.☆987Updated last month
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆823Updated 2 years ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,011Updated last year
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆479Updated 2 years ago
- Helpful tools and examples for working with flex-attention☆1,020Updated this week
- Language Modeling with the H3 State Space Model☆518Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆544Updated last year
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,287Updated 10 months ago
- Task-based datasets, preprocessing, and evaluation for sequence models.☆586Updated last month
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆653Updated 9 months ago
- Schedule-Free Optimization in PyTorch☆2,224Updated 5 months ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆766Updated 2 months ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,228Updated this week
- Foundation Architecture for (M)LLMs☆3,118Updated last year
- What would you do with 1000 H100s...☆1,113Updated last year