microsoft / mup
maximal update parametrization (µP)
☆1,451Updated 7 months ago
Alternatives and similar repositories for mup:
Users that are interested in mup are comparing it to the libraries listed below
- Cramming the training of a (BERT-type) language model into limited compute.☆1,319Updated 8 months ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆949Updated last year
- Long Range Arena for Benchmarking Efficient Transformers☆745Updated last year
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆857Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆568Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,410Updated 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…☆1,556Updated last year
- Foundation Architecture for (M)LLMs☆3,046Updated 10 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆515Updated last year
- Convolutions for Sequence Modeling☆876Updated 8 months ago
- PyTorch extensions for high performance and large scale training.☆3,260Updated last month
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,094Updated 2 months ago
- Tutel MoE: An Optimized Mixture-of-Experts Implementation☆765Updated last week
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆379Updated 8 months ago
- Library for 8-bit optimizers and quantization routines.☆717Updated 2 years ago
- ☆764Updated last month
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆630Updated last year
- TensorDict is a pytorch dedicated tensor container.☆879Updated this week
- Tensors, for human consumption☆1,183Updated 3 months ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆820Updated 2 years ago
- ☆338Updated 10 months ago
- Pytorch library for fast transformer implementations☆1,677Updated last year
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆635Updated 2 months ago
- Implementation of https://srush.github.io/annotated-s4☆483Updated 2 years ago
- Language Modeling with the H3 State Space Model☆516Updated last year
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆370Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆984Updated 6 months ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆738Updated 9 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,463Updated last week
- For optimization algorithm research and development.☆491Updated this week