cloneofsimo / min-fsdpLinks
☆92Updated last year
Alternatives and similar repositories for min-fsdp
Users that are interested in min-fsdp are comparing it to the libraries listed below
Sorting:
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆132Updated last year
- supporting pytorch FSDP for optimizers☆84Updated last year
- Experiment of using Tangent to autodiff triton☆82Updated 2 years ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆186Updated 3 weeks ago
- WIP☆93Updated last year
- A library for unit scaling in PyTorch☆133Updated 6 months ago
- ☆124Updated last year
- ☆53Updated 2 years ago
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆46Updated last year
- Understand and test language model architectures on synthetic tasks.☆252Updated 3 weeks ago
- Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam☆85Updated last year
- ☆34Updated last year
- JAX implementation of the Llama 2 model☆216Updated 2 years ago
- train with kittens!☆63Updated last year
- A MAD laboratory to improve AI architecture designs 🧪☆137Updated last year
- nanoGPT-like codebase for LLM training☆113Updated 3 months ago
- An implementation of the Llama architecture, to instruct and delight☆21Updated 8 months ago
- A flexible and efficient implementation of Flash Attention 2.0 for JAX, supporting multiple backends (GPU/TPU/CPU) and platforms (Triton/…☆34Updated 11 months ago
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆75Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆86Updated 2 years ago
- Supporting code for the blog post on modular manifolds.☆115Updated 4 months ago
- ☆147Updated this week
- A place to store reusable transformer components of my own creation or found on the interwebs☆72Updated this week
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- A set of Python scripts that makes your experience on TPU better☆56Updated 4 months ago
- Automatically take good care of your preemptible TPUs☆37Updated 2 years ago
- Custom triton kernels for training Karpathy's nanoGPT.☆19Updated last year
- ☆20Updated 2 years ago
- ☆62Updated last year
- Focused on fast experimentation and simplicity☆80Updated last year