Alternatives and similar repositories for mup:

Users that are interested in mup are comparing it to the libraries listed below

• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,324Updated 9 months ago
• ELS-RD / kernl
  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…
  ☆1,559Updated last year
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,416Updated this week
• lucidrains / RETRO-pytorch
  Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
  ☆859Updated last year
• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆955Updated last year
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆717Updated 2 years ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,278Updated 2 months ago
• google / learned_optimization
  ☆771Updated 2 months ago
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,062Updated 11 months ago
• PiotrNawrot / nanoT5
  Fast & Simple repository for pre-training and fine-tuning T5-style models
  ☆1,000Updated 7 months ago
• google / seqio
  Task-based datasets, preprocessing, and evaluation for sequence models.
  ☆571Updated this week
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆651Updated 3 months ago
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆878Updated 9 months ago
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆485Updated 2 years ago
• pytorch / torchdynamo
  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
  ☆1,037Updated 11 months ago
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆747Updated last year
• google / flaxformer
  ☆343Updated 11 months ago
• lucidrains / memorizing-transformers-pytorch
  Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …
  ☆631Updated last year
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆516Updated last year
• mlcommons / algorithmic-efficiency
  MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…
  ☆370Updated this week
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆518Updated last year
• cccntu / minLoRA
  minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
  ☆454Updated last year
• pytorch-labs / attention-gym
  Helpful tools and examples for working with flex-attention
  ☆695Updated this week
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,202Updated 4 months ago
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,106Updated 3 months ago
• pytorch / tensordict
  TensorDict is a pytorch dedicated tensor container.
  ☆898Updated this week
• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,420Updated 7 months ago
• srush / LLM-Training-Puzzles
  What would you do with 1000 H100s...
  ☆1,016Updated last year
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆501Updated this week
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,509Updated last month