python - To visualize attention: color tokens using attention weights ...
I have a sequence of tokens and each token has an attention weight. Now, I want to visualize the token using shades of a particular color. For example, shades of blue, from lightest to darkest …
GitHub - jessevig/bertviz: BertViz: Visualize Attention in NLP …
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 …
tokviz - PyPI
Feb 12, 2024 · tokviz is a Python library for visualizing tokenization patterns across different language models. This library offers a comprehensive platform for researchers, data scientists, …
Visualize attention scores of LLMs with BertViz | by Gary Fan
Sep 7, 2023 · 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 …
Token Frequency Distribution — Yellowbrick v1.5 …
A method for visualizing the frequency of tokens within and across corpora is frequency distribution. A frequency distribution tells us the frequency of each vocabulary item in the text. …
Explainable AI: Visualizing Attention in Transformers - Comet
Jul 16, 2023 · In this article we explore one of the most popular tools for visualizing the core distinguishing feature of transformer architectures: the attention mechanism. Keep reading to …
GitHub - darien-schettler/tokenizer-viz: Simple tool to allow for …
Tokenizer Viz is a Python package that generates HTML to visualize the tokenization of text. It highlights tokens with different colors and customizable styles, making it easier to understand …
Visualizing Tokens - Google Colab
This Jupyter notebook demonstrates how to use the Inspectus library to visualize tokens and any related data. Following cell sets up a GPT-2 model from Huggingface's Transformers library. It...
Build a Python token visualizer for OpenAI's GPT-4, GPT-3.5 ... - YouTube
May 29, 2023 · Learn how to create a Python based token visualization tool for OpenAI and Azure OpenAI GPT-based models to visualize token boundaries with the latest encodings from …
I built a very simple TPS (tokens per second) visualizer so ... - Reddit
I wrote this very simple static app which accepts a TPS value, and prints random tokens of 2-4 characters, linearly over the course of a second. https://tokens-per-second-visualizer.tiiny.site. …
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