This is the Linux app named BertViz whose latest release can be downloaded as v1.4.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
BertViz
DESCRIPTION:
BertViz is an interactive tool for visualizing attention in Transformer language models such as BERT, GPT2, or T5. It can be run inside a Jupyter or Colab notebook through a simple Python API that supports most Huggingface models. BertViz extends the Tensor2Tensor visualization tool by Llion Jones, providing multiple views that each offer a unique lens into the attention mechanism. The head view visualizes attention for one or more attention heads in the same layer. It is based on the excellent Tensor2Tensor visualization tool. The model view shows a bird's-eye view of attention across all layers and heads. The neuron view visualizes individual neurons in the query and key vectors and shows how they are used to compute attention.
Features
- Visualize Attention in NLP Models
- Run BertViz in a Jupyter Notebook
- Run BertViz in Colab
- Neuron View
- Model View
- Head View
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/bertviz.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.