microsoft / mupLinks
maximal update parametrization (µP)
☆1,605Updated 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.☆1,349Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆971Updated last year
- ☆786Updated last month
- Long Range Arena for Benchmarking Efficient Transformers☆764Updated last year
- functorch is JAX-like composable function transforms for PyTorch.☆1,437Updated last month
- 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…☆1,584Updated last year
- Implementation of https://srush.github.io/annotated-s4☆502Updated 3 months ago
- PyTorch extensions for high performance and large scale training.☆3,376Updated 5 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆873Updated last year
- Convolutions for Sequence Modeling☆898Updated last year
- TensorDict is a pytorch dedicated tensor container.☆967Updated last week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,227Updated this week
- Foundation Architecture for (M)LLMs☆3,117Updated last year
- Tensors, for human consumption☆1,291Updated 3 months ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,164Updated 10 months ago
- Task-based datasets, preprocessing, and evaluation for sequence models.☆587Updated 2 weeks ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆543Updated last year
- Library for 8-bit optimizers and quantization routines.☆780Updated 3 years ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,010Updated last year
- Schedule-Free Optimization in PyTorch☆2,215Updated 4 months ago
- For optimization algorithm research and development.☆539Updated this week
- Helpful tools and examples for working with flex-attention☆991Updated 3 weeks ago
- ML Collections is a library of Python Collections designed for ML use cases.☆982Updated last month
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆635Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆824Updated 2 years ago
- Language Modeling with the H3 State Space Model☆518Updated 2 years ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,446Updated 5 months ago
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,006Updated last year
- Annotated version of the Mamba paper☆490Updated last year
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,825Updated 3 months ago