routing-transformer
enformer-pytorch

routing-transformer | enformer-pytorch | |
---|---|---|
1 | 1 | |
288 | 456 | |
1.4% | 2.6% | |
0.0 | 4.5 | |
over 3 years ago | 4 months ago | |
Python | Python | |
MIT License | MIT License |
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routing-transformer
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Will Transformers Take over Artificial Intelligence?
I would recommend Routing Transformer https://github.com/lucidrains/routing-transformer but the real truth is nothing beats full attention. Luckily, someone recently figured out how to get past the memory bottleneck. https://github.com/lucidrains/memory-efficient-attention-pyt...
enformer-pytorch
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[D] Is anyone working on open-sourcing Dall-E 2?
thanks for the kind words, and also, great idea :) recently had the pleasure of collaborating with one of their engineers to get a genetics transformer open sourced and hosted on their hub https://github.com/lucidrains/enformer-pytorch hopefully we get to collaborate again in the future
What are some alternatives?
memory-efficient-attention-pyt
genome_integration - MR-link and genome integration. genome_integration is a repository for the analysis of genomic data. Specifically, the repository implements the causal inference method MR-link, as well as other Mendelian randomization methods.
conformer - Implementation of the convolutional module from the Conformer paper, for use in Transformers
vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
EQTransformer - EQTransformer, a python package for earthquake signal detection and phase picking using AI.
Compact-Transformers - Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
LOGICGUIDE - Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%
memory-efficient-attention-pytorch - Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
v-diffusion-jax - v objective diffusion inference code for JAX.
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
