microsoft / mupLinks
maximal update parametrization (µP)
☆1,541Updated 11 months ago
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.☆1,335Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆963Updated last year
- PyTorch extensions for high performance and large scale training.☆3,331Updated last month
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,140Updated 6 months ago
- ☆778Updated 2 weeks ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,646Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,432Updated this week
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆866Updated last year
- Tensors, for human consumption☆1,256Updated this week
- 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…☆1,571Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆576Updated last month
- Code for the ALiBi method for transformer language models (ICLR 2022)☆535Updated last year
- Long Range Arena for Benchmarking Efficient Transformers☆757Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆823Updated 2 years ago
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,000Updated 10 months ago
- Foundation Architecture for (M)LLMs☆3,084Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,395Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,005Updated 10 months ago
- TensorDict is a pytorch dedicated tensor container.☆930Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,051Updated last year
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,431Updated last month
- Convolutions for Sequence Modeling☆890Updated last year
- Library for 8-bit optimizers and quantization routines.☆716Updated 2 years ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support DeepSeek FP8/FP4☆842Updated this week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,206Updated this week
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆561Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,113Updated last year
- Helpful tools and examples for working with flex-attention☆831Updated last week
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆464Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago