Transformer-in-Transformer VS gpt-mini

Compare Transformer-in-Transformer vs gpt-mini and see what are their differences.

Transformer-in-Transformer

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches (by Rishit-dagli)
Machine Learning attention-mechanism Transformer tnt image-classification sota Tensorflow neural-networks Deep Learning Artificial intelligence
Source Code
pypi.org
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gpt-mini

Yet another minimalistic Tensorflow (re-)re-implementation of Karpathy's Pytorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer). (by aitechnologies-it)
attention-is-all-you-need attention-mechanism generative-model Gpt Tensorflow tf
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Transformer-in-Transformer gpt-mini
4 1
41 13
- -
0.0 0.0
about 2 years ago over 1 year ago
Jupyter Notebook Jupyter Notebook
Apache License 2.0 MIT License
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Transformer-in-Transformer

Posts with mentions or reviews of Transformer-in-Transformer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-06.

gpt-mini

Posts with mentions or reviews of gpt-mini. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing Transformer-in-Transformer and gpt-mini you can also consider the following projects:

poolformer - PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

SpectralEmbeddings - spectralembeddings is a python library which is used to generate node embeddings from Knowledge graphs using GCN kernels and Graph Autoencoders. Variations include VanillaGCN,ChebyshevGCN and Spline GCN along with SDNe based Graph Autoencoder.

LongNet - Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

alpha-zero-general - A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

AvatarGAN - Generate Cartoon Images using Generative Adversarial Network

minGPT-TF - A minimal TF2 re-implementation of the OpenAI GPT training

swarms - Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD

vision_transformer_tf - This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.

principia - The Principia Rewrite

Fast-Transformer - An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow

planckforth - Bootstrapping a Forth interpreter from hand-written tiny ELF binary. Just for fun.

D2L_Attention_Mechanisms_in_TF - This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.

Transformer-in-Transformer vs poolformer gpt-mini vs SpectralEmbeddings Transformer-in-Transformer vs LongNet gpt-mini vs alpha-zero-general Transformer-in-Transformer vs AvatarGAN gpt-mini vs minGPT-TF Transformer-in-Transformer vs swarms gpt-mini vs vision_transformer_tf Transformer-in-Transformer vs principia gpt-mini vs Fast-Transformer Transformer-in-Transformer vs planckforth gpt-mini vs D2L_Attention_Mechanisms_in_TF