├── LICENCE ├── README.md └── images ├── xray-transformer-14000px-c.gif ├── xray-transformer-14000px-c.jpg ├── xray-transformer-18500px-c.gif ├── xray-transformer-18500px-c.jpg ├── xray-transformer-23740px-422-megapixels-c.gif ├── xray-transformer-23740px-422-megapixels-c.jpg ├── xray-transformer-2700px-c.gif └── xray-transformer-2700px-c.jpg /LICENCE: -------------------------------------------------------------------------------- 1 | Feel free to share this infographic as much as you like, maintaining the attribution and credit: Infographic created by Javier Ideami@losslandscape.com 2 | 3 | best wishes 4 | Javier 5 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # X-Ray-Transformer Infographic 2 | Dive into transformers training & inference computations through a single visual, an all in one x-ray of the model that gave rise to GPT-3. Explore computations and transformations end to end during training and inference. The X-Ray Transformer infographic allows you to make the journey from the beginning to the end of the transformer's computations in both the training and inference phases. Its objective is to achieve a quick and deep understanding of the inner computations of a transformer model through the analysis and exploration of a single visual asset. 3 | 4 | ### Find a step by step explanation of the X-Ray Transformer Infographic at this medium article I published: 5 | https://medium.com/towards-data-science/x-ray-transformer-dive-into-transformers-training-inference-computations-through-a-single-visual-4e8d50667378?sk=5481d5818a45a7958a131fde17c1bce8 6 | 7 | ### Download a higher resolution version of the Infographic at: 8 | https://github.com/javismiles/X-Ray-Transformer/tree/master/images 9 | 10 | ### Even larger resolution versions of the Infographic will be released soon at losslandscape.com 11 | 12 | ![Alt text](./images/xray-transformer-2700px-c.gif?raw=true "X-Ray Transformer") 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /images/xray-transformer-14000px-c.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-14000px-c.gif -------------------------------------------------------------------------------- /images/xray-transformer-14000px-c.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-14000px-c.jpg -------------------------------------------------------------------------------- /images/xray-transformer-18500px-c.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-18500px-c.gif -------------------------------------------------------------------------------- /images/xray-transformer-18500px-c.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-18500px-c.jpg -------------------------------------------------------------------------------- /images/xray-transformer-23740px-422-megapixels-c.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-23740px-422-megapixels-c.gif -------------------------------------------------------------------------------- /images/xray-transformer-23740px-422-megapixels-c.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-23740px-422-megapixels-c.jpg -------------------------------------------------------------------------------- /images/xray-transformer-2700px-c.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-2700px-c.gif -------------------------------------------------------------------------------- /images/xray-transformer-2700px-c.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/javismiles/X-Ray-Transformer/303495474d70a7e3793fc60928f9faf51dcfa9e7/images/xray-transformer-2700px-c.jpg --------------------------------------------------------------------------------