TFKit is a tool kit mainly for language generation. It leverages the use of transformers on many tasks with different models in this all-in-one framework. All you need is a little change of config. You can use tfkit for model training and evaluation with tfkit-train and tfkit-eval. The key to combine different task together is to make different task with same data format. All data will be in csv format - tfkit will use csv for all task, normally it will have two columns, first columns is the input of models, the second column is the output of models. Plane text with no tokenization - there is no need to tokenize text before training, or do re-calculating for tokenization, tfkit will handle it for you. No header is needed.

Features

  • seq2seq language model
  • onebyone generation model
  • TFKit is a tool kit mainly for language generation
  • Multi-task training
  • Multi-class and multi-label classification
  • Sequence level tagging / sequence level with crf

Project Samples

Project Activity

See All Activity >

License

Apache License V2.0

Follow TFKit

TFKit Web Site

Other Useful Business Software
Custom VMs From 1 to 96 vCPUs With 99.95% Uptime Icon
Custom VMs From 1 to 96 vCPUs With 99.95% Uptime

General-purpose, compute-optimized, or GPU/TPU-accelerated. Built to your exact specs.

Live migration and automatic failover keep workloads online through maintenance. One free e2-micro VM every month.
Try Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of TFKit!

Additional Project Details

Programming Language

Python

Related Categories

Python AI Text Generators, Python Generative AI

Registered

2023-03-23