cloneofsimo / min-fsdpLinks
☆91Updated 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☆81Updated last year
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆180Updated 5 months ago
- WIP☆93Updated last year
- ☆121Updated last year
- Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam☆84Updated last year
- ☆34Updated last year
- ☆53Updated last year
- A library for unit scaling in PyTorch☆133Updated 5 months ago
- Understand and test language model architectures on synthetic tasks.☆246Updated 2 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆86Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆87Updated 2 years ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆63Updated last week
- Fast, Modern, and Low Precision PyTorch Optimizers☆118Updated 3 months ago
- A MAD laboratory to improve AI architecture designs 🧪☆135Updated last year
- A set of Python scripts that makes your experience on TPU better☆54Updated 3 months ago
- nanoGPT-like codebase for LLM training☆113Updated last month
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆46Updated last year
- Triton Implementation of HyperAttention Algorithm