learning-at-home / lean_transformer
Memory-efficient transformer. Work in progress.
☆19Updated 2 years ago
Alternatives and similar repositories for lean_transformer:
Users that are interested in lean_transformer are comparing it to the libraries listed below
- ☆29Updated 2 years ago
- Unofficially Implements https://arxiv.org/abs/2112.05682 to get Linear Memory Cost on Attention for PyTorch☆12Updated 3 years ago
- An open source implementation of CLIP.☆32Updated 2 years ago
- Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing☆49Updated 3 years ago
- A python library for highly configurable transformers - easing model architecture search and experimentation.☆49Updated 3 years ago
- A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transfor…☆47Updated last year
- "Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implemen…☆54Updated 4 years ago
- Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️☆54Updated 2 years ago
- A minimal TPU compatible Jax implementation of NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.☆13Updated 3 years ago
- A GPT, made only of MLPs, in Jax☆57Updated 3 years ago
- DiCE: The Infinitely Differentiable Monte-Carlo Estimator☆31Updated last year
- A place to store reusable transformer components of my own creation or found on the interwebs☆55Updated last week
- Implementation of Kronecker Attention in Pytorch☆18Updated 4 years ago
- ☆31Updated 3 weeks ago
- Implementation of Metaformer, but in an autoregressive manner☆24Updated 2 years ago
- High performance pytorch modules☆18Updated 2 years ago
- Latest Weight Averaging (NeurIPS HITY 2022)☆30Updated last year
- Implementation of a Transformer using ReLA (Rectified Linear Attention) from https://arxiv.org/abs/2104.07012☆49Updated 3 years ago
- Another attempt at a long-context / efficient transformer by me☆37Updated 3 years ago
- PyTorch implementation of GLOM☆22Updated 3 years ago
- Collaborative inference of latent diffusion via hivemind☆12Updated last year
- An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols☆15Updated 3 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Updated last year
- ☆15Updated 3 years ago
- A case study of efficient training of large language models using commodity hardware.☆69Updated 2 years ago
- Experimental scripts for researching data adaptive learning rate scheduling.☆23Updated last year
- An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain☆33Updated 4 years ago
- AdaCat☆49Updated 2 years ago
- JAX implementation of Learning to learn by gradient descent by gradient descent☆27Updated 6 months ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆44Updated last year